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II:'IrvERSITF.TI ""KULTETII TEKNOLOGJISf.: sf: DoTOrtMACIONIT m:I'ARTAMK),;TI SHKKr;CA\'F. KOMPJUTERIKE PROHSION"L PROFlU : SHKENCA Tt Al'UKUAR" TUI£ INTELIGJENCA ARTIFICIALE DHE LOJERA T ESTERl fA DEDlA , ._- '- {TDn[HEQf.sr. : Dr,SI\NADA BUS! rATI II1lRRESlll16

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IIIrvERSITFTI ALtl(SAND~~lt MOiSIlI~ DURRi~

KULTETII TEKNOLOGJISf sf DoTOrtMACIONIT

mIARTAMK)TI SHKKrCAF KOMPJUTERIKE

MA~TER PROHSIONL

PROFlU SHKENCA KO~1IJUTElUKETt AlUKUAR

TUIpound D1P10~lE

INTELIGJENCA ARTIFICIALE DHE LOJERA T

P~Ol ESTERl fA DEDlA _shy shy

TDn[HEQfsr DrSINADA BUS rATI

II1lRRESlll16

IlgtI1 ~~ OO~IlI Ol nW~p ~ ~W ~b ~lbUI ~I~ ~I~r ll il ll5 ~ wptmood I1d ~IoW mlgtllliltwlUlIlI oW ~qp Ulnd [II 0 WlI

lIII noltmI~ IJI1l ib I uflnJ laquoltWI) ~ (OJqgt~ OP 11) 1S

f om JOnrWll gtltI ~p WTP 1~ ~

ow JI~nquuld ltI ~~ -MIlO 1 ~w ib lJfl ll1Ol~1 ~1I JilJ ~l PIJ

wund loll l Ow -POP~ 0Jd JlJp _ILCfIO iW [I IgtWfIgtlI Jf~ bullwIO und ~ll~ iJ llblil~pn UDIVI _[Irgt Tlrp~ orj ~ lpu~

~qo~ upO ~ lYnll~~~

iW I Jd UJJ~l~ ~l JltmJJ ~r ~ 0lt1gtlt1 I ~1llljPU od )IOld ~ ~I punw i1

op U Jad flIm il wn IIWI~~ u~ lqlt1N UIIUttd nllt1 ~lr

nmnmrlVf

Nltplnjot k~ij puni lt1lt mud~gtob1 Lrujlimi I ioIi~kn nNifLCiak nl nl~i lt

Joj pjcri dblt n~i qlt klttu jlt1I in n~ jelljcn nj db n Iildi bull

impum3tli LCknoiogji kompjrjk bull bull

[Jllke q~ nj tom me jimo kfizllarn no ltJ n~ 0 hij nd~bmo he

nje ndl~ mIi~ mia po (ilimi lt k~J tenllt lt eila und ( hbmm r~r t~ plW

liIeranlJ~n m plnlt If rej (~ inLdiBie~ arlifieik

shumU II~ Ii r~ kupjUltriklt qlt (ltrd(lfln Mbull Si logii~ dhe

planifikucsit tkmillt jan dis nIP rush I~ udlygthmbullbull pltOIIlIIDClt knmpjunrike ~2

mOiltetcn no 01 ~ intoilic artifidlc K Iementlt pltIhij~ itilj

tile pltmiddotLn~n kerkimit zliidlyltT rMbleme 0 Ihe oldilllmiddotmrrjcn

~c rnim dQ JhltL ~flimil in(ciiliclt ind nj~ e-oiim higtik i j

Ujflkt j dhlt i lidgt m loj k_riiko ~ olnd~ tl coonli do Iju

ktJshohlt1 ~C artifilti1 dblt it Turing i themolucil lt plikim~ If inliojrnlth

rrifldlo ni loj

Qllimi k)Ir i ii pimi uk 1 ~ bie c~m niohjCJl liltl10 me lA ~h

loj~rao pogtr Iiilhhru )llO1( W gthq)j~ _ siurn eHIOf lo)~t pjiiIl u

mlt PfOlimlt WthjeJta ren q pogt puJnjn~ realitctin lt njmbullbull

mmKllVAT DHEiETOOOI()(IIA

Ky )IIlolm pl~ lt1IIm ptirnin e li~ njohi I~ pramplllhhrno me nlchlice

ortitloll ~ konldn pcdorimit n lojer1 kumpjulerik bull Iuom tgthli n~ortuar

nllimihl duke dh~n~ konccin Jlimit tI ltcligilt~ ilioiolbullbull ndjokur~ je

hiri i kuner I k~i fugth orHkimin korn~iLJtcrik Gji hw do tI diskltllohol hi

1min ~ klgt3j fush~ z1illimin e loj~rae kompjuorillaquo Kjn onolizl do te ilugt-lrohlt1

mo~ ~ dJ bombuj per Ii reg lti eshe imyenruu inLOlisj_a mfifi~il no

di lojfnl ~ompjutike

I) nGo mltludul q( lorn pampdorur perbuluroUmin bull ~~J dukurio j

Md hhih- ideotimi i histonkul Ie hmlml1 tI inloiilliltndlt otIificiai bull

bullhjlluornlplrrnjCl pLkpmjegt t~ auto~e t~ ndrybem Ie m~ nln stuclim

b MCIltJltI4 e knlhim~- pltrmes keltaj metod ~shtIl gtere kolliml I monmev E

k~ku plr Imjtim nc kolo puoim ku ~ fund jm mLrul II nj tl perbhkuI dhe

ltloWm midi 1)

Mltodulu~ii poIrdoru n kfte punirn 1korepondoLl burim plLrere t~ morr ngo

tciltsto til huoj lI utoreve II cituar si dh alu lI OlltOotlt nqiplar

()jid~tl j pr-nlru edhe burimlt dytClO i vi dJ opinion Ii ndyhme II oilar

~ ruiihmuLII ni rimin e j~ iocjc 1lt ~i1hlthmbull rtr mo Icplt citime t~

4rej~jtaJe p_ II IronIrriruar sccHin mcruiim

SHKURTlIE

If_ 1~lo1igloa utllkllgtlo

IT_TuriogT

n_TolITnrio=T

III 1_ ToW ToW Thria= T I

AMImiddot ~blla Arikabullbull (lfr IDtolllooio arilkik

poundCCAImiddot Komolt~ Fupla KotdloultJ pl ltUiltoo ArIrlal

A1SB_ Sboq~ri p~r lA db Slmull l bull ~Jllj

ACM_ Shoqfri pfr MIdbullbullt kompJo1Orikbull

bull

KRIl11

INnLlGJErCA ARTInCiALE

1_I_Kuplim inllt1iiUltn- onifodl tl ) _ ~_ _--- 9

1_2 Ilistoribullbull cvoluimilli IA _ bull _ ~___B

eRroil

LOJ1RAr Nt laquoClNTEICSTlN E111

____________ 212_1 Hiori 0 nplikimil ti IA n~ video I~iabullbullbullbull

22 Llojet 0 lojc~vo kom~jtik _________ 24

_________ 29V POImiddot K MoWltl Tlt 0 IA~ n~ loJet kompiuLc~ike __ _

laquoREU iii

T~TlTURNG

31 Kurtimi dhc fillc 0 Tolil co Tuinsut ________ _ 30

32 Lltgtja imiW __ _

33 Ti Turi~ do varic1onct lij ______ 34

3 7 rmimi Loionr 38

KRWv

AGJfNTfl ARTIFIOAL

19

42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

II PEHFUYDiME DHE HEEOMAlVDIME c 57

TIl RIRU(lGHAFIA 61

-woll1(dQI01 ~OIOllVl I moo UPII 0 ~p =)lI~ uoII[ ell

HII 01 b AO1P ~p ~n(J01 =[01 IlS~O~ JLr 0l~)ru luo(~IlU

f11Jl ~gtpUI[ J op uund fim fLW~U OllLLld) 0 111 eU 11

l1om[d~

~w[b U 1nldruo1 uJ1 1U 1b ~ unrduln~ nolu lllII-11

in ~ ~fu Lf ltgt-lClIIUI Ull~Lf~A W Wl~f rllr nlb~

ilU l W[ 1 Umiddot1W~lt ~ o~l~o[dw~ 1101 [don u ~J ilN

7~LlQllupn LUlb J Ill (lI1 I mL~p LI[O(lI 0(

plln W~n LI ]OJ umI PI II ~nb b 1 xl r11gtl1~0 UI p~~l i1[U lll~ ()I

(OOO -milo))1llI1wop

-d~ gtlt1 VJyenn qp qJltxu JI ltgtlt1 Plsofn l)JJidJ1J DI JM_UJOO1l __ Llt 9uClJIJ

Jld1 umLI[1 [gtIJ [Oil) lUlPOlll O~O~ ~N -O~Jlm ~ OJ1

IIW jJ IW~ Oltl W_lJVI )I~) mWjOSUyenlW J~fP 1IQ JIrV

pgt Iyen IS ~~PP [1 f~d~S lumpI Pfl~ lt~uoffiI

~p ~lrwl lor~lt 01-1 1 I I I 1~ IMII u~ 1 IW 11 -1 Wd~ ~[ 11 llP urV~I1Jd 1 4P i 101 RlCI) 0 [V

0 1 gtro II bull rlIl~ ml~id

lJd Uf l~~ uu ~~ l~ U 01 --O(LI f I[~lp P lI Pgt ULIll m i1rU~lI(l ilt o~ II uIOI1 )wfmb 0 0[0 1gt~~ l~~ ~ -JII Jill 0 IOIlZ)

( [ u -~Igtfu unof ~lI o~ ~P 110 I UL -ol Jd ~P J[OAOlI

=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

DLike q~ oje tom Illlt tojlim t uli ni lin tone 0 hi~i to riodThmlt dhe

nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

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~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

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-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

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~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

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oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

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LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

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LlIo ~P pllo P lL UL~rpU 1utltJ l _I

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rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

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middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

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lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

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mOiltetcn no 01 ~ intoilic artifidlc K Iementlt pltIhij~ itilj

tile pltmiddotLn~n kerkimit zliidlyltT rMbleme 0 Ihe oldilllmiddotmrrjcn

~c rnim dQ JhltL ~flimil in(ciiliclt ind nj~ e-oiim higtik i j

Ujflkt j dhlt i lidgt m loj k_riiko ~ olnd~ tl coonli do Iju

ktJshohlt1 ~C artifilti1 dblt it Turing i themolucil lt plikim~ If inliojrnlth

rrifldlo ni loj

Qllimi k)Ir i ii pimi uk 1 ~ bie c~m niohjCJl liltl10 me lA ~h

loj~rao pogtr Iiilhhru )llO1( W gthq)j~ _ siurn eHIOf lo)~t pjiiIl u

mlt PfOlimlt WthjeJta ren q pogt puJnjn~ realitctin lt njmbullbull

mmKllVAT DHEiETOOOI()(IIA

Ky )IIlolm pl~ lt1IIm ptirnin e li~ njohi I~ pramplllhhrno me nlchlice

ortitloll ~ konldn pcdorimit n lojer1 kumpjulerik bull Iuom tgthli n~ortuar

nllimihl duke dh~n~ konccin Jlimit tI ltcligilt~ ilioiolbullbull ndjokur~ je

hiri i kuner I k~i fugth orHkimin korn~iLJtcrik Gji hw do tI diskltllohol hi

1min ~ klgt3j fush~ z1illimin e loj~rae kompjuorillaquo Kjn onolizl do te ilugt-lrohlt1

mo~ ~ dJ bombuj per Ii reg lti eshe imyenruu inLOlisj_a mfifi~il no

di lojfnl ~ompjutike

I) nGo mltludul q( lorn pampdorur perbuluroUmin bull ~~J dukurio j

Md hhih- ideotimi i histonkul Ie hmlml1 tI inloiilliltndlt otIificiai bull

bullhjlluornlplrrnjCl pLkpmjegt t~ auto~e t~ ndrybem Ie m~ nln stuclim

b MCIltJltI4 e knlhim~- pltrmes keltaj metod ~shtIl gtere kolliml I monmev E

k~ku plr Imjtim nc kolo puoim ku ~ fund jm mLrul II nj tl perbhkuI dhe

ltloWm midi 1)

Mltodulu~ii poIrdoru n kfte punirn 1korepondoLl burim plLrere t~ morr ngo

tciltsto til huoj lI utoreve II cituar si dh alu lI OlltOotlt nqiplar

()jid~tl j pr-nlru edhe burimlt dytClO i vi dJ opinion Ii ndyhme II oilar

~ ruiihmuLII ni rimin e j~ iocjc 1lt ~i1hlthmbull rtr mo Icplt citime t~

4rej~jtaJe p_ II IronIrriruar sccHin mcruiim

SHKURTlIE

If_ 1~lo1igloa utllkllgtlo

IT_TuriogT

n_TolITnrio=T

III 1_ ToW ToW Thria= T I

AMImiddot ~blla Arikabullbull (lfr IDtolllooio arilkik

poundCCAImiddot Komolt~ Fupla KotdloultJ pl ltUiltoo ArIrlal

A1SB_ Sboq~ri p~r lA db Slmull l bull ~Jllj

ACM_ Shoqfri pfr MIdbullbullt kompJo1Orikbull

bull

KRIl11

INnLlGJErCA ARTInCiALE

1_I_Kuplim inllt1iiUltn- onifodl tl ) _ ~_ _--- 9

1_2 Ilistoribullbull cvoluimilli IA _ bull _ ~___B

eRroil

LOJ1RAr Nt laquoClNTEICSTlN E111

____________ 212_1 Hiori 0 nplikimil ti IA n~ video I~iabullbullbullbull

22 Llojet 0 lojc~vo kom~jtik _________ 24

_________ 29V POImiddot K MoWltl Tlt 0 IA~ n~ loJet kompiuLc~ike __ _

laquoREU iii

T~TlTURNG

31 Kurtimi dhc fillc 0 Tolil co Tuinsut ________ _ 30

32 Lltgtja imiW __ _

33 Ti Turi~ do varic1onct lij ______ 34

3 7 rmimi Loionr 38

KRWv

AGJfNTfl ARTIFIOAL

19

42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

II PEHFUYDiME DHE HEEOMAlVDIME c 57

TIl RIRU(lGHAFIA 61

-woll1(dQI01 ~OIOllVl I moo UPII 0 ~p =)lI~ uoII[ ell

HII 01 b AO1P ~p ~n(J01 =[01 IlS~O~ JLr 0l~)ru luo(~IlU

f11Jl ~gtpUI[ J op uund fim fLW~U OllLLld) 0 111 eU 11

l1om[d~

~w[b U 1nldruo1 uJ1 1U 1b ~ unrduln~ nolu lllII-11

in ~ ~fu Lf ltgt-lClIIUI Ull~Lf~A W Wl~f rllr nlb~

ilU l W[ 1 Umiddot1W~lt ~ o~l~o[dw~ 1101 [don u ~J ilN

7~LlQllupn LUlb J Ill (lI1 I mL~p LI[O(lI 0(

plln W~n LI ]OJ umI PI II ~nb b 1 xl r11gtl1~0 UI p~~l i1[U lll~ ()I

(OOO -milo))1llI1wop

-d~ gtlt1 VJyenn qp qJltxu JI ltgtlt1 Plsofn l)JJidJ1J DI JM_UJOO1l __ Llt 9uClJIJ

Jld1 umLI[1 [gtIJ [Oil) lUlPOlll O~O~ ~N -O~Jlm ~ OJ1

IIW jJ IW~ Oltl W_lJVI )I~) mWjOSUyenlW J~fP 1IQ JIrV

pgt Iyen IS ~~PP [1 f~d~S lumpI Pfl~ lt~uoffiI

~p ~lrwl lor~lt 01-1 1 I I I 1~ IMII u~ 1 IW 11 -1 Wd~ ~[ 11 llP urV~I1Jd 1 4P i 101 RlCI) 0 [V

0 1 gtro II bull rlIl~ ml~id

lJd Uf l~~ uu ~~ l~ U 01 --O(LI f I[~lp P lI Pgt ULIll m i1rU~lI(l ilt o~ II uIOI1 )wfmb 0 0[0 1gt~~ l~~ ~ -JII Jill 0 IOIlZ)

( [ u -~Igtfu unof ~lI o~ ~P 110 I UL -ol Jd ~P J[OAOlI

=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

DLike q~ oje tom Illlt tojlim t uli ni lin tone 0 hi~i to riodThmlt dhe

nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

Wm ~ I 0 lraquoIMO dwOJ 66 I-polt) ~ ~gtOI [0

~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

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n~ DonmuM (EIom 11 2UlU)

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ltloWm midi 1)

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SHKURTlIE

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bull

KRIl11

INnLlGJErCA ARTInCiALE

1_I_Kuplim inllt1iiUltn- onifodl tl ) _ ~_ _--- 9

1_2 Ilistoribullbull cvoluimilli IA _ bull _ ~___B

eRroil

LOJ1RAr Nt laquoClNTEICSTlN E111

____________ 212_1 Hiori 0 nplikimil ti IA n~ video I~iabullbullbullbull

22 Llojet 0 lojc~vo kom~jtik _________ 24

_________ 29V POImiddot K MoWltl Tlt 0 IA~ n~ loJet kompiuLc~ike __ _

laquoREU iii

T~TlTURNG

31 Kurtimi dhc fillc 0 Tolil co Tuinsut ________ _ 30

32 Lltgtja imiW __ _

33 Ti Turi~ do varic1onct lij ______ 34

3 7 rmimi Loionr 38

KRWv

AGJfNTfl ARTIFIOAL

19

42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

II PEHFUYDiME DHE HEEOMAlVDIME c 57

TIl RIRU(lGHAFIA 61

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HII 01 b AO1P ~p ~n(J01 =[01 IlS~O~ JLr 0l~)ru luo(~IlU

f11Jl ~gtpUI[ J op uund fim fLW~U OllLLld) 0 111 eU 11

l1om[d~

~w[b U 1nldruo1 uJ1 1U 1b ~ unrduln~ nolu lllII-11

in ~ ~fu Lf ltgt-lClIIUI Ull~Lf~A W Wl~f rllr nlb~

ilU l W[ 1 Umiddot1W~lt ~ o~l~o[dw~ 1101 [don u ~J ilN

7~LlQllupn LUlb J Ill (lI1 I mL~p LI[O(lI 0(

plln W~n LI ]OJ umI PI II ~nb b 1 xl r11gtl1~0 UI p~~l i1[U lll~ ()I

(OOO -milo))1llI1wop

-d~ gtlt1 VJyenn qp qJltxu JI ltgtlt1 Plsofn l)JJidJ1J DI JM_UJOO1l __ Llt 9uClJIJ

Jld1 umLI[1 [gtIJ [Oil) lUlPOlll O~O~ ~N -O~Jlm ~ OJ1

IIW jJ IW~ Oltl W_lJVI )I~) mWjOSUyenlW J~fP 1IQ JIrV

pgt Iyen IS ~~PP [1 f~d~S lumpI Pfl~ lt~uoffiI

~p ~lrwl lor~lt 01-1 1 I I I 1~ IMII u~ 1 IW 11 -1 Wd~ ~[ 11 llP urV~I1Jd 1 4P i 101 RlCI) 0 [V

0 1 gtro II bull rlIl~ ml~id

lJd Uf l~~ uu ~~ l~ U 01 --O(LI f I[~lp P lI Pgt ULIll m i1rU~lI(l ilt o~ II uIOI1 )wfmb 0 0[0 1gt~~ l~~ ~ -JII Jill 0 IOIlZ)

( [ u -~Igtfu unof ~lI o~ ~P 110 I UL -ol Jd ~P J[OAOlI

=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

DLike q~ oje tom Illlt tojlim t uli ni lin tone 0 hi~i to riodThmlt dhe

nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

Wm ~ I 0 lraquoIMO dwOJ 66 I-polt) ~ ~gtOI [0

~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

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tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

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H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

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Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

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E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

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iiliIIIIIi~c

mmKllVAT DHEiETOOOI()(IIA

Ky )IIlolm pl~ lt1IIm ptirnin e li~ njohi I~ pramplllhhrno me nlchlice

ortitloll ~ konldn pcdorimit n lojer1 kumpjulerik bull Iuom tgthli n~ortuar

nllimihl duke dh~n~ konccin Jlimit tI ltcligilt~ ilioiolbullbull ndjokur~ je

hiri i kuner I k~i fugth orHkimin korn~iLJtcrik Gji hw do tI diskltllohol hi

1min ~ klgt3j fush~ z1illimin e loj~rae kompjuorillaquo Kjn onolizl do te ilugt-lrohlt1

mo~ ~ dJ bombuj per Ii reg lti eshe imyenruu inLOlisj_a mfifi~il no

di lojfnl ~ompjutike

I) nGo mltludul q( lorn pampdorur perbuluroUmin bull ~~J dukurio j

Md hhih- ideotimi i histonkul Ie hmlml1 tI inloiilliltndlt otIificiai bull

bullhjlluornlplrrnjCl pLkpmjegt t~ auto~e t~ ndrybem Ie m~ nln stuclim

b MCIltJltI4 e knlhim~- pltrmes keltaj metod ~shtIl gtere kolliml I monmev E

k~ku plr Imjtim nc kolo puoim ku ~ fund jm mLrul II nj tl perbhkuI dhe

ltloWm midi 1)

Mltodulu~ii poIrdoru n kfte punirn 1korepondoLl burim plLrere t~ morr ngo

tciltsto til huoj lI utoreve II cituar si dh alu lI OlltOotlt nqiplar

()jid~tl j pr-nlru edhe burimlt dytClO i vi dJ opinion Ii ndyhme II oilar

~ ruiihmuLII ni rimin e j~ iocjc 1lt ~i1hlthmbull rtr mo Icplt citime t~

4rej~jtaJe p_ II IronIrriruar sccHin mcruiim

SHKURTlIE

If_ 1~lo1igloa utllkllgtlo

IT_TuriogT

n_TolITnrio=T

III 1_ ToW ToW Thria= T I

AMImiddot ~blla Arikabullbull (lfr IDtolllooio arilkik

poundCCAImiddot Komolt~ Fupla KotdloultJ pl ltUiltoo ArIrlal

A1SB_ Sboq~ri p~r lA db Slmull l bull ~Jllj

ACM_ Shoqfri pfr MIdbullbullt kompJo1Orikbull

bull

KRIl11

INnLlGJErCA ARTInCiALE

1_I_Kuplim inllt1iiUltn- onifodl tl ) _ ~_ _--- 9

1_2 Ilistoribullbull cvoluimilli IA _ bull _ ~___B

eRroil

LOJ1RAr Nt laquoClNTEICSTlN E111

____________ 212_1 Hiori 0 nplikimil ti IA n~ video I~iabullbullbullbull

22 Llojet 0 lojc~vo kom~jtik _________ 24

_________ 29V POImiddot K MoWltl Tlt 0 IA~ n~ loJet kompiuLc~ike __ _

laquoREU iii

T~TlTURNG

31 Kurtimi dhc fillc 0 Tolil co Tuinsut ________ _ 30

32 Lltgtja imiW __ _

33 Ti Turi~ do varic1onct lij ______ 34

3 7 rmimi Loionr 38

KRWv

AGJfNTfl ARTIFIOAL

19

42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

II PEHFUYDiME DHE HEEOMAlVDIME c 57

TIl RIRU(lGHAFIA 61

-woll1(dQI01 ~OIOllVl I moo UPII 0 ~p =)lI~ uoII[ ell

HII 01 b AO1P ~p ~n(J01 =[01 IlS~O~ JLr 0l~)ru luo(~IlU

f11Jl ~gtpUI[ J op uund fim fLW~U OllLLld) 0 111 eU 11

l1om[d~

~w[b U 1nldruo1 uJ1 1U 1b ~ unrduln~ nolu lllII-11

in ~ ~fu Lf ltgt-lClIIUI Ull~Lf~A W Wl~f rllr nlb~

ilU l W[ 1 Umiddot1W~lt ~ o~l~o[dw~ 1101 [don u ~J ilN

7~LlQllupn LUlb J Ill (lI1 I mL~p LI[O(lI 0(

plln W~n LI ]OJ umI PI II ~nb b 1 xl r11gtl1~0 UI p~~l i1[U lll~ ()I

(OOO -milo))1llI1wop

-d~ gtlt1 VJyenn qp qJltxu JI ltgtlt1 Plsofn l)JJidJ1J DI JM_UJOO1l __ Llt 9uClJIJ

Jld1 umLI[1 [gtIJ [Oil) lUlPOlll O~O~ ~N -O~Jlm ~ OJ1

IIW jJ IW~ Oltl W_lJVI )I~) mWjOSUyenlW J~fP 1IQ JIrV

pgt Iyen IS ~~PP [1 f~d~S lumpI Pfl~ lt~uoffiI

~p ~lrwl lor~lt 01-1 1 I I I 1~ IMII u~ 1 IW 11 -1 Wd~ ~[ 11 llP urV~I1Jd 1 4P i 101 RlCI) 0 [V

0 1 gtro II bull rlIl~ ml~id

lJd Uf l~~ uu ~~ l~ U 01 --O(LI f I[~lp P lI Pgt ULIll m i1rU~lI(l ilt o~ II uIOI1 )wfmb 0 0[0 1gt~~ l~~ ~ -JII Jill 0 IOIlZ)

( [ u -~Igtfu unof ~lI o~ ~P 110 I UL -ol Jd ~P J[OAOlI

=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

DLike q~ oje tom Illlt tojlim t uli ni lin tone 0 hi~i to riodThmlt dhe

nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

Wm ~ I 0 lraquoIMO dwOJ 66 I-polt) ~ ~gtOI [0

~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

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b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

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hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

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ltnJmoc tcm~phm

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lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

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P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

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didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

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K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

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tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

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Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

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____________ 212_1 Hiori 0 nplikimil ti IA n~ video I~iabullbullbullbull

22 Llojet 0 lojc~vo kom~jtik _________ 24

_________ 29V POImiddot K MoWltl Tlt 0 IA~ n~ loJet kompiuLc~ike __ _

laquoREU iii

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31 Kurtimi dhc fillc 0 Tolil co Tuinsut ________ _ 30

32 Lltgtja imiW __ _

33 Ti Turi~ do varic1onct lij ______ 34

3 7 rmimi Loionr 38

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42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

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TIl RIRU(lGHAFIA 61

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0 1 gtro II bull rlIl~ ml~id

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=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

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nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

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11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

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~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

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-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

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Zl ltill qw u11 m11 lId 1und1 0

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bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

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[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

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oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

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llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

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LlIo ~P pllo P lL UL~rpU 1utltJ l _I

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O10Z110( W ll po ~Igt UIS

t

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r I

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PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

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- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

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m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

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bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

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(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

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JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

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lojin so 101 q~ po luhet ht~ i nj tid e Met

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Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

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ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

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lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

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111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

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middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

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wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

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iM Ilige fmiddot~rmiddot I

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R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

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42 I lfijel a~enlligte rtifi1 _ 40

46

44 Si kryejno ~ontol rtinei1 pltToltpmiddot 48

II PEHFUYDiME DHE HEEOMAlVDIME c 57

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HII 01 b AO1P ~p ~n(J01 =[01 IlS~O~ JLr 0l~)ru luo(~IlU

f11Jl ~gtpUI[ J op uund fim fLW~U OllLLld) 0 111 eU 11

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~w[b U 1nldruo1 uJ1 1U 1b ~ unrduln~ nolu lllII-11

in ~ ~fu Lf ltgt-lClIIUI Ull~Lf~A W Wl~f rllr nlb~

ilU l W[ 1 Umiddot1W~lt ~ o~l~o[dw~ 1101 [don u ~J ilN

7~LlQllupn LUlb J Ill (lI1 I mL~p LI[O(lI 0(

plln W~n LI ]OJ umI PI II ~nb b 1 xl r11gtl1~0 UI p~~l i1[U lll~ ()I

(OOO -milo))1llI1wop

-d~ gtlt1 VJyenn qp qJltxu JI ltgtlt1 Plsofn l)JJidJ1J DI JM_UJOO1l __ Llt 9uClJIJ

Jld1 umLI[1 [gtIJ [Oil) lUlPOlll O~O~ ~N -O~Jlm ~ OJ1

IIW jJ IW~ Oltl W_lJVI )I~) mWjOSUyenlW J~fP 1IQ JIrV

pgt Iyen IS ~~PP [1 f~d~S lumpI Pfl~ lt~uoffiI

~p ~lrwl lor~lt 01-1 1 I I I 1~ IMII u~ 1 IW 11 -1 Wd~ ~[ 11 llP urV~I1Jd 1 4P i 101 RlCI) 0 [V

0 1 gtro II bull rlIl~ ml~id

lJd Uf l~~ uu ~~ l~ U 01 --O(LI f I[~lp P lI Pgt ULIll m i1rU~lI(l ilt o~ II uIOI1 )wfmb 0 0[0 1gt~~ l~~ ~ -JII Jill 0 IOIlZ)

( [ u -~Igtfu unof ~lI o~ ~P 110 I UL -ol Jd ~P J[OAOlI

=u~ uq ~IPoloLl11 gtIIJ U iPLlIgt IIIZ _I~l HI Lll Jm JI

l Jd (]~- luBd om 101 m~ YI JIll OjY j 10 ~I 1-IfJwn~ 1Of-l

DLike q~ oje tom Illlt tojlim t uli ni lin tone 0 hi~i to riodThmlt dhe

nji nd mOli e mia tcoilimin I(U 0 c ltil~ mund to ndihmnnre pl~ plolltttat

litltrnturin me 1lt ti rltiu 0 irlldiiirnces anifociolt

Ka mo 110j 10 progrgtmCC flaquomrJri~bullbull ~ pldn IA Siltmltl Iolii dhe

pianifiultgt cLonomi~ pnt dllt n~ rh ti ~)mc I~nun kompjuIltnlte qC

m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

Wm ~ I 0 lraquoIMO dwOJ 66 I-polt) ~ ~gtOI [0

~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

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tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

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m~lnlttergt ne olemenllt I~ inllisiltn ifIbull 1bull -IIIIltnllt rhijne gjcndjrn

ltIa1ike ~ e laquolimil siiJhj protolltmm dblt cndim-manjon

Pu nj lwnr i lgtiIJIimil fl i ltiIi k qen i n~t po i middotazhdu_ nf

pennmn aplilml IA lthl~ -Jho rUgtN middotideo-Ioj Video loj~ bni kalu

nltpCrpltnnemc dlike ni Ili= _hot fnail Llulot iku liii i Moo z~uohC odhc

pltr middoti~cjrntbulli dhe per p~ii~ 0 ProltXSOrt

Vidro 10 nuk j~ middot~In nj~ 011)0 P fIUJ nj (rid]j minI ilj nga

Iimi i11 jnl du u hiilt nj~ Inn anime lt) It hptduril pltr pmfmnue( doe

zJ1Yilluit dh ij hnili middotin (gtr In)~l4r~ dh od~fmorrj p~ knmpiU q~ j 190j~ ato

~ - ltITAbull

KREUl

n-TELlGJECIIIIRTIFIClhl~

11 Kupll1 dh r~uJhjj j jlliejgjelldgt Qrtijidl

Nj~i mihrujm hum Vk to hgJC1~ I~ kafh~T ~ mrnyrt tipiltmiddot

1ltIHjH~ Ilj~ numo me (( vogel Te karlaltitikavc idl~icllc dh zultuIlht t~ lye idi

hum m T~ R~ bull ILltoiigicnc k tgtht i~ fti Lmike dho pndot 0 led Kio ltshte

m hum ~i~ pOrmolcdhje C vetive 5lt so njC di_ka q~ ok2ilOo etmo mire dcfinu

Glad ktlll tltlii emi kuptu rruk ka nj~ pikufiim Tf okIU p~ ~ dhltn~ kuptimi

bull 1lititIC~ ifkle megjiihu~ imePme U ndl~hm I jom dhln~ =j Sipos

iodltroo ulleligjeroa ifidallt Esht ~aktutr np fjalori I ~ si -Ii i motki

Iwjm~lt njltO mendlt fPU1 riUkrii - (IInden ~OO3)_

-I njl ojC ~ulim IA Ioa( uli I ~ O q~ nJonIoure mlt mendmet

nj dh q 1 kojn ~liiou e N mniu ~ ndime 19jidhjlaquo

PLltbkmcvo Jnc gt1udimo (Bllmn 1978) LioJIr mo il~in~ 0 lAo ne poundiidl~e e

pnblmcw (J(m-l I Wik 2001) pC7Krlnil lAo i middotIi ~ ~ gjidhur

prebl q~ k~rlltojn~ intcliaiCllcC humLlo 0 10 t liiJoolin n~ I~ril flO

nud I m~n)rt i i b1im kompjutomt to Dltino livo n~ I~ lt1 ii] JIU ~

II r~I Ir kryerjltn e kit) akti erev JgtC momonlin (I(ni~h 1991)

11 ~hLl pore dl~ mOlek mmaltikor e logjik dko W SIdim i aIL

mondr dl ~rdorur modelet Ilogarit1_ llJermoti 1 ~8~)

Inlilli Anlfiltillt lt blurt lA (k 00 i rngtIltmllOoli e tutie nf keto

punim~ NlU 1ICi lt klt-pjuten pi- U prur lti qini n~ llrishin nj numo tC

modh plihoib] gtimuhdun Ihk dblt rohnl~bull

bull BLlmn R E 11~571 (lynmkPCltgtgromming Prinlaquoon Unlty P~ p~no New Jer

100 I~_~ WOD ~ 1100 IWOO

Wm ~ I 0 lraquoIMO dwOJ 66 I-polt) ~ ~gtOI [0

~ql U b Y0zoIll~P HHTli TlTLU JOnhu 10 ~ oqlt~ IO~II1

l[[h ll[lmll1ll uIl- ~p [plIgt[II = Jd ~uo7olJ ofq~ Su f)l ~1

~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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0li0lt manin nj~ ~djlt Ioulaquo 111110

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miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

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matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

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n~ DonmuM (EIom 11 2UlU)

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~fu U ~O[[II 0 Iu ~I ~ULU ~lIo~[II PlllI~llt-d punw 10-gtf Il(I -lot lJp[[ob lA ~fu 401 qu 111 ~I

bull fgt[0 ol fJgtq u ~ ~I l~gt uolttl ~i1d

1 ld 0 OJ ~p f pf raquo b fu ~ UfiI ~ fu n~

luIlI u[Oo u[P ~p [POl 1[11 ~ [zUpd 0111 0 P~l

-f bull [~ [Ii1b q b ~lfdo~ iIOI~ lop qp IQIJ 1~1Y1l

LIod~~ -OZilJ(u fpou lOA ~d (II1 b o~lltJ oqp uolt11 Li~ I JI rLUO~ [u Iilij 1PIl 11l IO-lOpl (VI gtlPJIU u~I~ul

dw ~ gtIt ~

od LIP~ l or Ilfliod lllq~q loci I ltoqlLdu 107-rU 1-0 o~p

qil~ d ~dll Il1 opuo~ Oo~unJ ur1 I 1I1nlLd 0 01 OW

OLI ~z(u fOpLLOI O~uuoJU I 00 UOU (lin II _raI1

Zl ltill qw u11 m11 lId 1und1 0

401 ll _ lOllL1uods ~ 01

041 0) 1l1~~ ~1 Olrd li -11M ~-u lmw b gt101 I PIIZ UO n

w~ltonll~ 11 wjhp (r 14 ow w oz~(u lUI 0 Jw~ I 1

lnugt[u ullIr lU ~OIl~J~ 0 IlL~l[d ~r Igt lmjgtl1 aml[

~I Jr IUlUr_ no[ IP liimol U lR70q offiI1 -VI ll l1JJP~

bull uf~ltIwld qq 1gt ~dJgtd Jnp 11 alt 1fJV gthiJ(do~ 0 Inlwd

-Upqz op li fled lIP ndruo~

bIP -flPJd OJ bull ulOf1U I i1[owqPU op I~ll Ofililgt

[II Jlq ll Ofl~I US -II~ UlufilIl Jild ampId VI PO pool) Jd

1IoJ 1 ~ 1 -lOP lUltIlIid A U i1l llI1 ~ lruoo gtl

-~ I H ill1 LU UIilP Z Jl Op Elmfz 0 111

oqp mfdL110~ liP tuqp l2 Ipqz op ~~ frod duo~ Igt UlPd

middotIltqpro 01 Lld Hm1L~ OJ nl~I~ ~ qw 11Iqnd uoq qd runs middotN~_ 11 111lt -lq(gt1 q~uJ lt gtiUClwqSlud ~LfUl Ul1~d -A~I ~ 0 wwmiddot 11 UU~ ~) 1111 IP ~f uUI~ 0111 IS ~ I 1uIIIz

P) W~J -wq P llilblU wlu~ [uS OlO loqOJ

gt1[ I] 1i10IIl[1 Wln] ~Ul qP Ill IV -ul~ lt olteN OS

llllgtd IP~ ~Il O~l op m I lOLl FIO)I [ll of(d 1 m

LIlgtlIOPeJ) SlfjOlll 0) l~ udmo

~oqll )UfOLl 11l0 lP 2[U oumKlJIld flrpu u[oW 0Id ~l r

LlIo ~P pllo P lL UL~rpU 1utltJ l _I

IU~I gtJw 00 ~b IWgt

IltI gtJU 11 LlOPW ~b

lJUlUL 0 UOld1A 11gt lillllltlS

O10Z110( W ll po ~Igt UIS

t

T

r I

J~ 1 i1 IW ~1ilt1

PU Uldllll -I I~U lt~LJIlII 11 0-01 ill ilt~l1iLl dLllil Ill

oqpo 0]CI 11Lf Y LqU OJ] lilLIIe ~ltI~I) oq b i1lt1 ollpn lW~ ltIdlS

rtI dh IOJ moJO

Kjn ka nj Iltihj he me IrcgltlTI J te witht ootCn_ no 6 muajt e fundit hiya e pajje

hcllo nj reme dratikc Apple lthltnoi ien me t~ madhlt n~ I] itet fundit

Shumic3 0 njotzgte ltode e ltiLikltljne IA i nj rno to gaLh 0 1lt h hmo IUH n~

illteiiijnca njtzo_ 10 e Met ~lthti lte telIic Iiei nO ltth hm 1

hje~L1 nuk reo e m(n)n qlt 0 Im Irobl i rh q 401( me kefme 1 mi no l~ ht 11 c gtl oknoiQgj

me Ie o~Lelo lt10 to ndlhojc jC1cn one ShLimic lien me fktill robotC1 do e ndOln no to dhme poT kur Q t~ kthehn me tC CrtC1 kundor nc~l )Cron

Richard ata do ta ndojn~ jeH~n c njeriu- IA olron n~ n~~jet financiTe mviz motorft c

kCrkimit dhc [sl11t ndjck pohui n~a 11 gjith duk bert Rio~ lt illtorncti1

12 liMori ltkrijlmlll inlltlIgjndllt arlifidllt

-dieal IiWene aTijiew li~43_1~56)

Nc 1gt11- krijmi i mkinc dho qenicvc artificiale jan prnqi(ur n miu gk i

Talii Krltt rob 0 no e Hefetit dho Galtea e PigImljoni( Mltk hht

zhvillmLI nga filorotcr dh macmatibnet go no _ikite

Iniiai lt pal~ e ai go quher IA 0lt111 Mr nga Warren McCulloch dho wlter Pin

(1941) Ala lhemeion km de duke humultuar n~ t budme njohuLi ti fiziologji~ boze

Jhlt tohn lt m no tn oli ale e 1lJkolt (Ru~11 Whiteheadl dhe

1C(nu 0 liogriIJOgt ~ Tg_ A IW oJ oHoiei eUnV itiiale n~ ti oilin

do ncuron mkterizohci nga njc blon on 0gt0 n rgtlt Ii livu ~Pilllill e

ncuronove Me gthtYPI~n 0 butnit ~ prog lo~ jo frgjigje lttimulimi

nga ro e lYe numri tC mjftuhcTIl to nwronew Giell e nj nc~ hi knnltltpt

i cknvaimtc mOlY propozim 1lt stimuiu At tgLl so 00 lunk i ll0Orillt]m

mllnd t( lIogant n~a nic rrj i ncuroncvc te lidnu dhc e gjith ]Jdhe( e I~gjiklt

Mobl Nw 02012016 htlIwww_mor_FIilt1147l-l1Ioi_~ffilt_do__di-ithbullbull_k_hooo gltgtogl him

bull Rlcoard F ~015 AI Un ultim poundudlt

bull 91 -OJ llm middotN IJII PODMOUl

IIH d qo~ wapVgtJ ~ uBIIIIIIJl 6ltl-d N s II~

ru~uauJ pWIA ~I1I Mlgtq JOO ~rOJ W~ ~n q)nOUlllltl

[~ii) igt1J1_IpU middotwu WNod IPIif= i ruw II IP yenU

middotQf y mlp- Id lj yldI jjni~oid [I lQ I -N qod

11 U1nI~ [11 raquotili ~p ~~nlLId 1 i1f~p qlt1 n~~q S fl[il ltI -9gt1gt1 til 0

0 ~nQLql il Of~W_AP lOl~ W~Ii1~ fu um IV -O[OIgtU u~pnl

IP middotOJO~I Ifll ~l1UOI IJOOl m gt1 -VlHS 0 lOLIPTU ~~gtlgt[ ~[f

ldgtw lUHIiP Olt ~IqooCij P1ON IP -O~5 rOD h~Sfl raquoP

~U[q qJI~ qgtI O1I[Oj In~ oqp ~llQI 1 )J)A ~P rqftlw

ill tllONoKl lIlP[trz nruo~ OlITfIIBW llp[ u~ LOrU Pill~S d

b 1wtmfOJd l~~gt 1 0 lIlpmlt ~P lIlV P~P gtor d 1lJlJ ~flll

il P deg~IlJ1 ~ n lt~ 1LlH O~P 11N 111 tW UJW (~lllJOI~

Ir aJLLjlt]Ld ~lruqId in -961 Il 0 lQJOA ~Ll IIU) ~ooLO([ ndillll~

ou-JO~ ~rll ) mnl~ ~q lPJlJY PU[lttIgtlUI li1d lP ~l

- -IIP flt I4 or a_Iv UVI P i ynu N Jlt

q ~mll wno lim lcd [1 ~p ~1woHm rqOJPIuo~ l~np UltI r~11 0[1

1 ~1d1 I WqS om OP [d ~r Imllt 1l--ld tH nl-~~ r IlIiLl ~Io ILd wmm[OIU 1[ ~p UInf 41 OOf LJ10I-~d 1 -JlfVNl[b I~

1161 U l~ll IOU Ill OJ 0 rdLU~ Up ~1uowIJ 0 ~P ~Iii UlhJl~ -UUd Ult1LJWHUBdp U ~OLu oldlp jl 11P (P ~Q~

elL)lu ~N -nltiw 11jlt-UVN Jd ~~ -U~ uf~ OJ illig ([61)

i IV IP (lIol) UU OPI) 0lt0 l lh 11 wII~1 1 VI~ -101 ]lIP

lltlU 0 WISlIU ~IPltI l)lti ~1UIP [ l~ Ud ~p 4OllttJI~ deg nJ

lLl(dl 1

gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

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ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

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l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

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~i pcnj ~ufijc I~oritmjlo endou g njoriu

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tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

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gt1(0 U rU~ll P OULfllq-ld ii u- IIOlld 100eu uBms

lYllI gtUI ttp ~lInJOK n11~lI II ~[l[ bull )nn ontu LJ~lllHqZ 0 pUm

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

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Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

dh thomoli duk krijr tete nj~ hkoll~ tl illleliRiellcls aiticilc p(r 20 (c1 c

ardhhmlt

Vitet lt pra tC 1 ihill plot mc ksese cdhe psc j nyr t kllfizlI Duke p

pamyh kompjlJterot primitiv~ dhc nkt 0 pro~ramimit te kohe dhc IMi

kompJu~ v~ol pal vile m1 P hiheshill si ~J~ra q1 Olund tt b(nin em cjlTimc

matematlko dhe jo m lthm1 ellt e hatlitshme kur Iy~ kompjLJto cproi nl mCLlY K

tiur Kjo P-lltl me p1iine q ilignin nga plrdorimi malinolt lylTa po tjCtles

Su)i i herlth~ i raquo011 and Simit 1 me programi Gltcral Prolgtkm SOIvef

PO (OPS (7tiiJhi i [gt1cgJltlhlhbo i rroblemee) ~dlh ga teotia e logjik ky

rr~n hu pmJklur ~Iln pOc ~ ema rrorolol1ltI p~I zJiidhjcn lt probk111CYC I

njon K~hl GP nh41 ihto pngci par q~ mhh~mi qosien 11lt mendtlar n

Nil mcsi i vi 1960 hulumClmi n SHB~ nunCu klt)oltiht nga lJepartarnnti i

MbroJue dh Ibornto ihin to gtilp(md pOrmh gluM Tnemd e teliJiltnc1

mifidale ihin thelleiht optimist per to rdhmon 0 Ihlaquo r llorbert ~imon

pshikoi makina do I~ jeM nJ ~Imji branampgt njeze Wei Ie bei -ltdQ pu- q

di he ~ nJerI dhe MaNin Minsky lt lllochti duke hkru laquobrltnd oi bre7i

rroblemi i krijimit tI imeligjncllt artificial do t~ jete zgjidhur nc thclb

Me pmhtc kemi rendir oj listc por d (kg mo igun knlt hutthu pe akuh mlk i

ko idenlfLkuRT 0 end Di prei tyre mumi koniJ~oh1 konplt 00 em dhe jo

cloge ( ploto

LoWi L1 Ajo lot Ji~ program di no lidhic me boten no p~amplilh~l JUklt lt tUiltat

spccifikc nc to cilen Ri clhcr te veprojc dhe qcilimol krijimi tj JuM gjith~ t~

Irfq( ng 10 I1II me (I~ gjuh mmliko Iliko Progrnmi ndo vltI1 so

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

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Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

~r~ duh I~ tgtjf m ~onc c lojes dM slt cibJ rime Ie llj~ ~ plShshme

per orriljltn c~~lIim~ lC lij

r~m1 ~ltr 1amp IA K PRJlUTO hpcsh l~Lkoi~ j~ (it ti dh e

tnLlnltImiddoto Jgtl kion an prime 0 loje7 pgth Izjot n J~ loJ~ hollU 1 11

n~ i~ p~r idin Injlth Kcrkimct dhe zbolimcr jan bt vahdimihl fltr my-n

II h~nl ~LO ~ me)T me cfLkasc Ll~ fuh 11 ndhlllc

Iilm ~ It mokmiddot (M fnWJ ~I II~middot p~mcgth jone

r~nmu mo q~llimin centr1 krahauor ~ qe hil mo ni~ modd I~ kLI Sil

MCh)i1 i cili m nj~ hemooll j1 runim llt Iii knr ni~ pruvrLlm iu1 p~Iiqct qc

np(nnjct modclllt )W 1 nj~ [ipari ljamp lttin to lIii~ T1i r~lyrn lCttcrI iomi para

nj modo rtWmilion Model m~ knmpll ph n nj hi lintgt tcmilOllt nO

i~ poltiOll hhu f n1 hiltlorine di ngjouje jun ~i IIilh pm kio modclc

me I~ dl~kuora klltkltljnl gtda um~ Ii nd) dlgt udimlt pod~im me IC

1= PirfiIimiddot (RlmiddotIam faktct rrcth aj ~c O)nohCl I~ ljoltct dulcr ti

p1rqlhcn ne program ~ IA nl mcnyro qlt Ilu111bullbull logliklraquo mmnio t1 JgtlrdOrcLl

k dultct

bulljr)middot )o~o paltia di Iibulle md Ie i (]i ~u iii 1711~ Ingjil

lll~uor~ III u 1tIl dh meh)d ere kooklnil qjILiI )ltlii jn~nnk

(nn-mn) A)climi j(FfllOlonil hllt )olimi i pltKiodhul nc Ie cil I

pOllimdim Ihel ttl nml ngo hom~ulh i mopohm pot p(llmltiimi mltmd 0 Ilt[bi~laquo

no ku PI r~ H~ iwnltWncn c j qo u ya PI gthmhulliw nim PCT ni og Jik mund 1lt TonkJuduj mundC flulj pm y k~li mLtlw Ii ooo)gthoje

lor lberni ht flol per njO pmguin (cdhc cih i zag iii nuk mum ~ nuturojC)

Pik-ri ljD moodi per ooo)Sbimln ~ konkIuziOlln pelbtn k3rlkorin jmo_ik tc

)~middotlirnl irsyttimi i zakonshom IDgjikltslu~ monik

Njhurl m~ d gtens Ie centrbashlrltt Kjo ltshtC tOn n~ I~ cil~ Al Cgtble mm

nilin njore 10 inli~lt1lcCgt pi1 n~ rkl io k qenii nj~ nlt akti~

1~till ~Ol pltrrniriimlt ~lt g Lli Igso MOKilhl~ nuk k 1 peTporim Ie

kMioocltm P zhillimil1 lt ino )e imiddotmltnogtik dlo tilO

P iM ltiii 0 ilume idc ~rcjjn~ t ojo

I mesuGit ngltgt dJIid Qdjol ndj Ii to bazllra o~lidhJ dl Ok to

rgtltdalizua n~ fultMn 1A rgtltInijrte Ih~~ mtstrit e ligjegt to hph~ I~k

K~ pmgrgtm- mnil mfine d~ foktesh po ltjltlljesh muocl La rgtltrrl~

p rat t~ kcq j-t ]lOIh~ La Illi La baruarI ri ta ~UrlIlIl ~ te

prfqltgtuar inJolDlllCion

f~t lt pl~ifilimit PmSl me rol Ii po~~iLlrgthm mth tJt~gt (siJomos

fokc n~ lidbje le rkt bull virn) I~ ~ u 01~ IIe j dklmtc

e j~ qWimi ~ga keto ampii nj~ o~i por amlj 0 qCllimil l~ gttCl me jt

~Ihllt tgjb illt v1m oj k_110 0 PrimOo

FpltmgtIJiq K to bltjlt gtLu~imin ilojo to dlYilmo 1lt ~jnrio qc jn

ujhme piT zgjidnjen c rrobleme

Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

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Qmampof1ia_ Ontologjia _~ studimi I loj tl ti~- q~ ekzjgttltljnl N I pIltlgramet

mn me krijimin e 1jli~ dh ~ij~j~ loj~ ndl)bme tl objellttltgte dh La rudijrn~

Sii 11-1gt i ~njji liJl1j n ) rlt ~hlt em lt8_ Rendbullbullbull ~I Iili~ t1I on ~

vit 1~90

lIerlllsUcsa JeJ ~b~ ~j 1nl1)1~ 0 perpielie I~ bolo Jil j idlt i

~ulitu no ie plogmm Ttmi n~ pIOUf nC TI~T Ir~ohm ~ il I peru

ni IA

Ii gjeneiA Imimi ti1 lltht~ oj tekniU pr mmjn e POJInwlt per

tl 7tlldhu nj~ dlaquoo-rl_

or IP HJ UI14ltJ-Id b 06 OI n

PJ 1 1JOn[lluJU1 P U 1lI1~ q~ nI al~ ~l Ipm middotlUlnq~ ltql qd

wnfJwo~ W ~ W~J lltl gtJ0III OLI (11 _[10 4P oruqs[oltU

~ ~Iq~ 10 11 ow 4P1 1ll4lt[0u 4a ~~~I OlP 1 ) ofil l wtmllilOJd

2 P ~J~ l() 1~ gt Iampolur~ tlP ffulli JIllP lIjOp

VI 1 I~ION ~rlaquo~Ild -VI ~ bull npgtd Rd IIl OIl iW bo fiilOogtlto

~1Y 1fI111ow gt[411 aWI ltW OS ~AII gtJOOflll1l1gt1W IIIRI gtd WPT B1 111 ~llgt gtltJ4 OW ~~ ~lqU JIPI elJ VI

[PrI fLl wfuuiidu ImlOrnUampll ~b~~ ~I Iq~A l 01 rl~

ufl~ 0lt01 ~l pu I )01deglaquo ~b II~Igt ~P lu1i~ II~

ligt~I~ r I 11 il PULlW VI lI gtlll~qnl 0 1 fu J01rVltidu run f~1

(SI~oIlqI~~) VII ~wIWlU~Nd

Ilqop ~ qlI wunl ~LJioI d i~pw W~ [ [u ~U =I qP3

1~~1tojJd OJ(u~((( ~ru ~u urolPUS P l~p l~ruUl bull UoJ i U[OPIS yr(p 11

tl JOIgt)(U uuoILl QOp lIozoTllw ~I~ ill ~Nw urn~ I VI

~ 1PPJ a ~ ~ llOqnp rp qp ]OJ fu u ~flllilqIr~b

PU flr1 b UJIIlbos r II IICUIIJOd lt f~p~ P IOn

$I ~~fltIIil11 UJWI 11 mWl ~ l lUlOlltgtJ ~R [ Iltkv

~IliuJQ11 0gt0 ltUil ~ llMIoltd mnm ~ lz~1 ~fpn ~ lSgtpnroli

~~U VI )(3111 PUI -1[ PI iIJ nrcq 11~lnq ltlIl5~ Vd 1[N

I~ld 11 OJO]OW041 1 P q 1W1 ltlIlV 1dP ~I 11 ulop Ap VI lUrH

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

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nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

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mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

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~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

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blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

4 nicione q bullIguin~ mbroJIen 11

A Shoqam Amltd Plt [nl-limiddotmiddotmiddot Arlljh-ie (AAAI) ~ Ihomol no iin 1979

~hoqat rlaquo AgtaJlOLmin bull mllillilto urtiflck IAAAI) IIorali-l11 njohur i Silo

l-T Intolipoundjoncon Anircilltj Csht~ n~ ~ jrimpnmsc gthklt1IltOW

poTlublUar pr a ltinin ~~ ~upluari bkcnoor Ii IltIimo hmclool to mendimn

dho jdljes inteligj ~hc mbhCrimin e ~ n~ m~n 111 )lIon t~ promoj~

klrkimlt dle (Oltnlrimi 0 pCl1tiRih~m ~ oel0 rtifidl MAl )0 giithahtu

to n-i-~ kur~1 n publi t~ il1lltli0enlt~ ortiliie 1lt til plrnireuar mmill dhe

uajn lt rfkknlt~middot~ IA dl~ lt8u~j~ ~himo~ pILiflkwi kliimo dhe

lioi no hdlic Ino 1middot~dlltI Jhlt pellenli C tlillimc~o kual ~ I~ dhe

diimc1 e ardhmbull M11letlt kf)lt~ 11 pOr[hiin or~niiLnin dhe foandmin

krcmlca irnpozi dfgtlt min bllimin e njC 10 tremuiore pOe to gjitM

IIlIitaRt bob lib~ Iikime hul rqgtunbullbulli dbe dhEnirn lt JlIl bu e dek Ii q

II Komi Eumphm Ku~lim ~r ltlciifJnc Artifidalmiddot (~Cllll) ~hoqma evrophne

pe IntelJc A I (1nlih c iohr i ECCAI) fhtl thomoluor ll~ korrik t~ iit

I K (gIO p~14gtLIgt t Inliilicll~s Artineil plf k~lnnltli hVropi3Jl G~llimi i

sai ltgthtC qo I promooj udimin ~rkimin dhe zMlimin bull inHgje rtficle n

[ropO

C S1roqtr r Id~n Ifkiale dhe Silimi I fymiddotmiddotIfr (AISB) jane eril(

Ilkorore q~ merre mo Urlimin gth~laquocm moi IA bull S~G(rj plr SLu~imin e ioteiigj

OItfieile dhe SimuHmi i ~jllj (AJSB) -hI Shlori IIIi~inci anifici1c mo c

odhe n~ ~Iberini lt nIIk [ omelar no lin I4 bullbullhl~ri b njc nCI~lm

blat h~ ~11 ~ ltiy ruh1 kcrkmi bdomik Ihc indu~a AJo chtC

an lt K K Iiwgt Eupillll poT lntoligicolaquon Anifkilo (hih ECCAT)

ISH Igth~ nj~ ltI~ e oil n n~n e ncent m~ nje inl serioz nlt IA

nj_ U shlenols dho 1iIshabullbull w Ii~h K gj I~~ i lt~ml _~ Pi

zakooshltRL gtpOD50riZllL oduelt~ aar f kltgtrpltl~ 0 ioOo ShoqOri

~ nj konlt~ jolOn Anltraret ShllW mmn nj~ lZ d Ln j oila

perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

bim gjlo iilhl j J1illm bTrfS dhe nj rmreltale_

Thltmciu no filii In bullbullrok~lt~ kompilero CM ka urn nje htrljo~ ~do pies1

glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

IICM4 ~ ndir~~~im yhlio 1lt ren~ih formarile e koiko m_

bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

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iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

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und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

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bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

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njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

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~i pcnj ~ufijc I~oritmjlo endou g njoriu

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1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

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ltnJmoc tcm~phm

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lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

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)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

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didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

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K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

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tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

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Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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perfhrn pone to h~Llrtm ~tal mhi I Jh huhtmtimltt nio ti kltgt~ fshe_

A_btl ti djt~ matTj pi n lrQ to ~i= nf rCAI

I) mNua P Cm~Ii~~ liocn (AeM) ko nit In 1 nt~ Ie Ii n~

inLciiglltOc OI1ifiilt ACM _ Nlshkon Olilnli lt infunuak1 diu ~ho

profcioni per Ii frym12uar dialog dhe adimi lidc te fuh~ sI I) ~i hjlt

o madhe~ n infikesbullbullCM fo rin Idol dhc profOIIin ~ nj~

urlhheqjlt Ii rc primin bull ~ rna I I dbo njohjon bull Plt~

[k (1 mbCgthlCl m[j proIeiale m i aj dub ~uru)f mnd~ pamp

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glQbL~ me~ un e gi)rna e IOIHmo n~Iw Iltj qr ictojn~ I~h~ SIIUA-v

imi qlt ozhdon n~ i[i ka ~U 0 KhHl hrope Indi dho Kino n~i[in bull

mundsi~c U laquoj q rj liJhjlt1 moo n)tllt 1~ krij dhc U gii Cnd dh

komunitcllt leiltnkbull Vltpltim ~ rqondruh ~ qltlIimin pcr 1~ mlUf Msin~

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bl 0 tnhr bl~n

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

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1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

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[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

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n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

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AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

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~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

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Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

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oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

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lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

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UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

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dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

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ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

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lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

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If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

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[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

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~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

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d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

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~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

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SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

KRr1I Z

LOJERAT N1 KO~nKSTlr E ThIEUGJErCJtS ARTIFIClALE

1 IIls1ori~ ~ 1JltkQ w]ltrfttY dII plltdMimJ J LltI

I~ ti ill~ Higinbo~ krijoi noljon lt ~ mbullbullicleo ne 19$8 Ajo u qua1

r(ft Q dhc Injt nl nj~ hiloltknf li lt IN 4~ u Jrltiw llg k~~iLJlor ihtc Spac a ~ St Iu Gro hlaquo mO kklr ASCII dll kjo loj~ u

Ulvillu nc Ie kran di~hitAI 1111middot1

N~ vitill 197U themelui lt unlhhltm 1 Aluri ola BLIgtltncil doc Too (Mno) hu

1lt1loj~n e pari S (lt1m Kompanitlt e dhjcte i II dhhme i Atari

(oiero dhe -1ag nn I~ in nlt mcn)~ kolcki idoo me lscrn t~

1oltgtI~ Ii gtltm~ rltr I~ iuJjltn nc shtCpi

e itin 1980 no Bnl I 101 e Jlf ]IiiollOlbull Ajn lillo pnlorei ngo

~cVcria c SHBA per tmjniml e fCO uIllarake

KI~I iot m Oil Il~ l~~4 themdu EOfWI I) Vb d~ h~ar fil1min lt ltpo~i Jomlt LO ljrove Krj no htltr 1on

till Ol Mhhn pltalke Jhlt prulll Voeegt-lJErol lt rj~UnI po mpjuter re no

lipi n flU du~lt u hvil1= Flli gtc kempjle qi pnJoohi ~ hlltpi I~in mo

urnf afl m orUuegtc db fuqi m~ 111gt1 iwmJ1julcrOO igt el e q~ 10

lgtltrlld lei per zhUimin e lojimlc ~ompiuIltrik me Ie komplilu

Idri c prodhmi Ie icompiutrltw~ monroo mo pallol komcliOti roonsole) zhdoi

dori nl YITi 1995 ku lun)middot oolli I parin~ SllIl JloJIlaIi(m ~i~ paii illVO per

Ij~n e loi~ave kontpjuike III ihlte i Iri iltem I or~ pUIl1n me CD duke

h~nuar nJ~ hap t modI p1irr N~ ~IIIIL tl d) ltntot i oi mlt oonsole odh

oj~t kompjUeike pornooJ klhin orrir ufije e proott modo(L Loj~rnt humlt

dimcmik idilojtral me eil~si shum 1lt mire sl dho gjcnl~ Iompjoncrik zhdojDO

lC jc meues nlt mIati bolifl

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

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kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

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Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

11iri intdigjenclt ifioiI icl~loi~ dOlo no On~ c~ 60 I kigtJ

I I~i~t ilin oe mlt dy-IltU II~ do ( ho Uk kigthtc a~li~ kundlhlllr

k~l1lpilCTik) 0laquo me ohclc jo-nicrezolc t~ kodu nje nnjr umt li Id~ (ho1

codd)

Nj~ hltmhull i objekteve hJde no I irlo-Ioj~ jan~ alien fli Ij SIClt

[ qC SIllo ~ loj1atn kI(I (~ I~i q~ i kiln njeriu- lltJjran J~ lt 1Iij~ mbi Iienll P ala te ami 0 pjn 0 fond kiL

Shfgtqj lt ltIi me 0 hcrunbullbull ini~ ortilltiallt 0 kOOl~jltf i mo

konpj kun~robr no Pif PO onlaquo ~ I (n hoi Iuo pogtu gtIme~

Kompjulltri do~ Juhj to ocntlt ~m p~r~ ~Ilo ~pn du~lt 0 gltgt~wr e n1 pltrdo

n nyre qo 0 Ie mo fiollllt lojtn

pklimi si dulllt1 rt 1~7~ pr til Iiu rrimc n)oIlol me kimdonht[lr I~n~r~

~h~ aliz Ilga Ilj~ ltacio Lhi~ 10 tI lloWigtw pJkcrillt lorIill q topl do

(~ klotlt o~a vij- M dj Ilt loj mpjulltrik llosci no Iltioi polti ouk muod

t~ Jhiltbullbullq peJ fluhe mo i probbilitt1 mlt let mund cdh t~ hkooo 01

ndin e 0atoJo_

poF kolgtC gja L DE -jdcolojftl nuk iI lthum~ intigieoll IA bull middotlon~_

u Kjo ltMC per shkak so dgthjet kompjutri~ lthi ltgt1i til t1ti1na dh mil re-h

lullshin mo nj lojtarl dytil n~ gtend 1 j~ ~u~~i npimiddot

AsJOl~l bull IA ~ loi pmi i Aui ~ihin no hdb ni qlIim iow dnil

~llij li pi~ ltlh ultlhhihio OS ~II to thiht e kourollLlo t( i~

liujIJgt P ltprimi Me luon 100iL nc Ifiimo t~ till i Kung Foo p~ oI1odo

r Mi1 Komm( P~ Sga Gi I oWm nii pennirNm ogel ne IA L~ilaquo

bull kundrgthl ~ompjtcril plttltahohin n~ primct dhe qtnltirimltt lt ltlt10 loji

N~ rosc~ me tC ndcrlik~ kompjrI do te kryenllt nj~ kl1tim II ltI1krU Mmj Ii

~ioe mugtIune dho mundCgtic ptr -prim Jarkimi ~linimax duhcj ~jct~ i lbolle

1110 J (2001) bull1 II Itta In Gm A ~ he behn LionH~lo middotelllargtd WIgtte n where ~ltIIn ~ wil e In (~ ((u~middot C41_Artiroci IIgnlaquol

dhe hkuner I I~io~ kllet no )uh 10 LLlOij 1 kohe_ol k qn liilhmon~

pn~ c mdhc ~f 1 ~ iltlro-lojc K hm~ pa ~01~ pilttO llogariluncpnmct dhe

rczuhatet ordhhmlt ~tIT Cp~mi nul ndalltL t~ rIIljlt ~illtl 0 fundiljano port pjIlrme

~m~n~ ruhn bull til pcr 10jl3l kompjUle1i~bull

Shurn 0 kli) lIpow inu iune c kompjutlt dh loj~rn (Il kIim H

mldLLl eltgtmol) p~f hk LO 11lti kompjLltoriko t~ dob1ta dhe koriLltlO 0 r

ku~s mophm NLvzhdim Ioj t~ jll j Nu 21 tnmiddot 1laquo111

plSltlnalitetin lt hrnl me gttik ltngjarjo dinomik

1= nji n~ lao nj~ee nd lishk mi I hum n~ kltjl e _j Jil( ~ihllt h)p

maki pcr kilomltUl1~ data dule ngni n poundjjlt It 1IIltgj (e j pcr filimin c

Iie-

Lui trgiiko j 11r~( 3 hl)O raquoinlil per ii ni~ Ulllri per to

mlln j~ a 1lI~ llUm Igthalf Ii konlfllm ~II~ per Ii kontrollr al(t me uhtri c

tyre_ Sm_ it ~ Jltrtult j n urti~il~ n~ luj Loj filion me pluin rrn

rollin e nil pmlti 1~ P Iult~ltri qi lubtt n~ pnloIlusi mund tC mohct rIIlrnlaquo

kltIl ~ijlt dh Inlt 1 pcrli mund I~ Mmlrolloj~ babkCslJonin dhe polaj IlmijCl

KCla j jn mrdulli e lA deri n~ 1002 Ala t poundjim bnf karnl1orSikol c tyre

inJiidulo hn ltI~IIra dhc k~ka t~ nd)hme b afltsi~ p~r I r~~ ~

dashu p~L t kliiu iq~li atrniq_ t~ p~rpiq p~r m~ hum~ jell lj dh do ~

projlleuro mlt Ildjoiol 1)-1lt

bull N~ itn 2002 Rji Ilt~i i jltp j~ pcrdim Jho me mb12n Jhe It kplu1 ~

otolgjencilt nnilkiok 1lt giilho kgtjCra1 lbl mlt sipcr Kjo 10~ ltgtI1t degmd

IIMltl Liunh=ol Sudiogt

VllC1 no adljim Ii(o ii me te fULldit Fuia lt martphonlt dhc bt be I

luiern 10 gthlhhin n~ i~ konccpt Ill~ ~ run ne personi_ Loifrat kompjutorikc

wsJ (Z00l) M~~I I in ltgt- A 100 bullbulln bd UOn~ 51bullbull 51 d Wb and t R co nd ~ 00 in Iho lulu C52~ _ Arli6ltial Ottol Fq ~

Pootyfq1

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

iltojltltgth piT I tilu n kflhlt ole_ IA munt pirmraquo3 gjiglllM dhe n~i~ ltndlt P

gthiJobct pC- ii

1 UojtJ tlvjfmltl bijllQra IA

Sip Keh (200lt1) ~imiddotolin e OJ hI itcligj artifidl p~oollOi ~

ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

KOTlCCpti kr)middotor IIA ~ Iltgtja hllt jollj ~gtht~ imI ~llt ~l~ II ~ro AI cent

loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

fLIluRn progloso ~ [Oja n~ klrkimin p~Lmiddotmir~llnit O loJra t prodhura nf llI

Mltgjith~ m~ lt pr ihte hh- Ilulumi bull Ihem 7gjodhn holtmiddotun cent di

s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

gtlt1 ~lIltIJ 1 bull J IngtOPJld Inplll]pun~ UI1WgtJ ltI J111U1 ~

gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

U1ph) IWJraquo ~- ad ~S ~ ~l(li run~lilI ~l ~ld UI~nu~r

I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

~O Oi JqltIlpn~ gt4~P ~U re~ ~gtr Ol X ~II ~d ld qrl

o lU 1d wn w nlill fgtii I A )If1 I ~lp 1 ~fu RlId llllgtf I Thl- u P lt61+ 1 iIl 1IIlOW 11gt1fOI qsd FI

laquojIW ltl iW fliUI1ffoll~~ afu ~ ofl ou1 a 0 1- - 11~1

oiiu IarnIlti ~ punw Ipn ~fOI riu u[N~1 u 00 middotuifqum~ UgtJ011

0 ~r1ltl ill~ l011= ~ u ~1 gt1101 ~l Ilnz-u 1W oJI fD d[ IP

DI~LI ul~DnJ ~p ~pu lO~nh JjM(d U01lt1J ~IN ulm I Jj0(0I r

IUULJl lP In ~rol (qUl

11 ~ pu ru_qW1 fol I~UM ID I IIUIIO [ISll

~fJltl ~I punw [01 ~fu ~b [1 bull wJdgt- uf~bpIU~ douil 1 7

lb lt ~p II ~ rod UtruJlti ~b =IIU rr=r -I

UIlogtltID[ llluoodw1 U LJI~ooJ 1i

oll ~f P~Ol11d ) pm ~(I ~fN lllH ~rlt11 ~uqp ~m[ I l~lti s~rol PUIlJ

)N qItL ~ [I lt or If01 UP~lI ~p d n1 X A IP X ~rcb I op 1lt11lt1

P ~LlOl IW ~ 1101 1 ~I l ow l~I1 ~I VI it ~ll ol IOJ erN

[11 P wpugtJ 00 ~lod ~I -Wlfupu

~nJ 11 DI~ od OlU~[llU iUJP ~p f OJ ~nJI~~ Wl~ u

0 oI0lod h uOlds~ ad 0t~MD lgtII~ J~ ou 10 1~IJli I OIO~ rlIILII Iw]2 OJ punur mn~ Jod Oj~I~ I II~IL~ I

)l(n1 fl I [pun1 b pun ~ 1 bull ill h ~~ Iq fOnqd I UI

bot rl UW I ow JR~J I so Jgtd qm fgt pj ruflgtu

I ~P ( illll eilu 1lIfdWOO( 100( ~ UP(J ~u n

l ~J IOd f JJgtIb Iq ~n~ u ~ 1 fu ub1

IP ~ J Upu ~gt~ ldN gtLJ [ULlj Ili1 01l1[ql f rN

JII Ult ~1-

i I~l os~unJ ~ (8661) Oo gtlIP Ild diS Inq ~JOHO Jl1gt[ n[J ~nAd ll

u)UL ~u lOlI)I qlloln~ )[1 ~I 10 ~ 1 lJ~~ LIP (UOI II

lpl~) JOpultgtd I O~UJ lln 1h l 4P INlta 1wJOI i1 LI~LlTI [011 f~

~~~ ~~O IHI- +UgtXI+

PIJI~~ I W~ w ll [qwl 0

O~ WIU gtII ~fu 1 ~nb ~ 11 (XH W gtl i11~ ~ pqP of =lg

~ ~d lUI _IU1 V J il Id -I~qoJ lIn~ oj Pll=~

gt1 ~P UJI u~unJ I~n Of) gtJOlgl ~M a pnm Ollll

JIJ~ ~u JmlPrtr OZ fu b ilPUnlll JrOl~U 11 4P W1ltllOI

UUl~ ~WJllll 1 ~ OJ~~IU ll~IA [1111 d ~gt bullmy il Jrd P 1IfS~ ~ftII~ IOIP lW[ltI u~unJ fu -~S

~I~ ~wn ~W np lu -lIp lS

-~ I~ IU4llt umo11unJ ow 110lt1 il qnp [1)JI I 1IuIY lffid ~S

W])]I [1J If u Ill PI fIOd ~OJI4

01 -[)II I I) _u lliu [IWn~ r -0 [oj 0 il-I U-ill0J fN

bull Ol 1 1cfumd ~~IIi1l ~u1 d ~I=

lid lU ~ 3 Wy ~p ulwlJ1I -IW 1ll1 ~urt 11 [01

qfn~ -d IJ ~od ~~ U UOl~ roIP l f~ ~ ZOO

~ ciu 1lt1fO[ lJ)w~ud il ~ ~fu d nlHqI UO[ltII erN npuLWJltldl

UI rd umo f I ogtu pU1 ltgtd ~U) 1l NW -1I

I1-I ~un_

- JJ()J1l) au lgtLjOSpl~ ~ 1[lWgtl ~] 0

middotf101 [b ]SJJI ull [ IgtqDSP~z ~I wl+iI 1IOSIf 1

-lt~ (pw fIUll U]-u IW~Jr ~_

-r)l ~I~ K ~O ~LlnJ ~fU ~flld IP I w W~~l~ l-lP ~

V13a vlml 10 4 ~e

Kli w_[ j~ 1iI dh f jon poi1 0 rJhhm bull PC -u 0 to jell vi bull pjelt~

dhe f do t1 j om I~ pj no bord

Shomica c pro~ro c lujrne pEnlorin njl funk liocar~lorNmi edt I funki

fundtjo linltar k pill sIlum~ su

CuW QI wh (d~prerJ ~ltrkimitl Ehlf nj~ q~ltj plti~ 10110 in~ e

kckimi per to I~ktr nj limit no nLlllill q~ 11 1T1middot u [hin-i io r~rdoreuro

mCTl-TI qC koho ~dm uk lt10 1J 1loif r~tot qlt tJ Iio Ku kohgt mbao

prugruni kthltn middotpimi e 1gtIJh i tC pMundugtt

t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

iIl loi te tillbullbull IV lt h~e olill nuk plthl bull ~lti I ~ p~r ka

u oejlt ~e pn c dimmar~elt Iiultyenn ~ht~ jf loie tipikc q~ kOIn~lno fat

mo ~egtinC 21 rrotulloh n~ fimm jtr pr L igu lciziltt 0 lojo pirt

I PileIlt luplo i (~ldidlrim ltprime n fir k~rlltk- mlt bullbullul r-iln

2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

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rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

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)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

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iiliIIIIIi~c

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b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

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Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

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E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

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R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

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~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

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iiliIIIIIi~c

integu 0 rtiOI1 odlo_ jashm~ olga Ik mund to zgiltdh~h hm~ll~ih~ri

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gthiJobct pC- ii

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ncgti per tl imlu iIIJ lt lojlgtlW W i7~ PO cntilaquomiddoto q~ otn ~~rqnJn~_

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loj ~ht ml hom iloiulo dho mlt lk inltcliruemiddot Sistemi muOld t jet~ l

jel1~ nj~ m 1lt-bugtcd (Ie 1= no (lUlb) c aq kemplet nj~ j

projd1unt ~ilt rI njO klj- Ilt ch~ komond3ni i ui~ kampt

Jlt lujltno I lill lTnlimi i ~IT ~~1 m~ i 101M pjr U pMaq~ P oWom1 jn m

iilo ni nOllr me cgCi middotprimh ~d~Imiddot~ Injrat m~ pak Mltlt tilla

i futbolli Pu hokcy nuk ka ~ j~ ill1~ n~ omullit~i IA

loj e jon hfoqj me e J bull inli~ltn~ u~ilidle_ loeliilt ililtil

prltI m~ lto mi o kgtjino ku kmpjuri ltpron Ilt gtho nj koj Iulhuoj

~ gjith yenid 11 jnc oje id lC cuku ~ inlClgj Clciol

1 1950 po kihlO nil progrnmimi kompitlcrik u krij dhc progrnm I porl hili

17 CILicc Shuman (kriucgt I corie ltll ifOllotk~) dh Alan Turi~ Qlt proi 1 koho

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s ~n oj kompjur nm-Ijlltgt du oC Mo nj P e gti nj~ n~i q~

lgtin Jik opirpuhjo mo Hrkcgt101 0 imdigjonc

S J)1 lhjltgthlti ~uHc dhc fki 0 0 litho bOlO njihej m nie Qj~ It (ill igthlt

nj milt p~ Ii br( njflzL m- k(rkc~ dhe pr~ 11

hoe_ D (2001~ Dlampn Arnliriallntelolor Gom [P tJ_ Intel CornIY E

dKponueslmen~lniuhp$ftwa ioWltOmndeltldOltigog ml-Illiente-lofshymrt_1

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gtd 1( ~ ib ro ltI owdwd unltI ~UIJOU1ruqS)l pn ilfu ill (o~

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I lll~ wJ~od uodJ~IJ~O LlIl~I UIUVIJ Wn(lQI ~1UW gtinb ~q~

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t~ jde te shahutj shum~ lojrn ill GO Iine me ppriltltlhm~n~

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2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

Shalnt

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uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

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n~ DonmuM (EIom 11 2UlU)

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Shalnt

ShailU ka marr ndjen mo mdh Ie 1litl)vo 1~ lojrav kompjk bull ~dhe pe

uk realia Iimi i blt~e g Shannon~ 19~1 LompjLllOri do ~ mond kOLnpionin

bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

CfRIcdo cento~zilnl q ~~1 plrdoM 4111imi i inoIigi~ rtifLmk IW ~iihmc i

njit per to kILjtu dh pir W kriJor Idlt inlisiene

11eicu miniol n( video Iojilra nuk Nne ~ njj~ me mefldmd aklkkmiklt Ii IA

-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

~ru au 1 011 ~l qp fltq ~p 11 J l~ ill J~ [por ~111~ f IV ltgtfl

lW~ 1 1fSUll d n~Iq l onct 1P ~p r rljd~LI LIP ~I~Iod

P 1 middotIlOImiddotl~ l~nlmul ~I OIU~ltI-ld rgt -PIltgt OLI IltIOJII O)I

~11pltn~ q~ll 01 ~ oqPUl ~~11 Pln pr lllZucilJO

If VI ~ru bd [ l l PM Jv~J lJf gtw waI~U1J POPlo )hl

~ftI ~Q~ UO[IDI I~

I~P ~IJ ~11f1 ~ )d J~~J 1~l r-)II -~]JUJ~n~~ ~ ~r ~LfltIlf ~

1J[I ~II~~ ~P ilW~ pJ~ 1IJ11l[UI bull r~popupo P JdNmiddot -14 il~)

l~iiJ1 ~I P IPgtIl ~b lomf1 bull II oqpo 01 J~igt1 OJ1~1 ~J

ilPN ~~Lr lt1lt1 U VI ill 110OI911 I~ I ling of ~1Imiddot1 t9N LIP ll~) ~iII)

~~lltrn1 orP ~rqw ~ f~ ~ Ood10 9illph 1 M ~IlI b U1re w PXI il OP 1)IOIl[I nlJdN~ 1lt~ (j[ UOUU 01lP TV SOU 1lt3

-(P [d 0Pwo~ uo~l

lllll~ J~IUO 11 e ~LJW ~r OJ LIIII ~p JOlIl(r oqp iul I l~ U~I

ill pu lil-lh[ gt~ UW41I ~LInJ ifw ~S 1I01 -01 1IIfiIp

[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

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[[J pun bull ~blW 1 w4np~ ~ (u 1 Jn~mud ~ -1 i ql~ umiid

~Ii) I~ ~ flP I~ fWd~ ~Imll I IUlJIiI n~ [[1 ltq1IP JEd

~w IJ lt fXl ~w u[ awll1l ~UlJIi wu ~I ilIlPn pmw )bLWIO

n V1 1 n1~190lt ~w OW ~[u lbJed ) I~ ~rl UJltl ~ ~l ~rn gtlt

ow~(P II 111 IP lU 1 110 Ow Or OmI 01

d qollt~ld II d ii U1 wnI VI ~Lu Hlti~ lmiddot[ IIlAl~ bo

U 0lAO ~~Jltl ~P 11lP 1 ~pu I IV Sl)ldWltl1 ~w [lt1111 lOlL[gt

b 11) I Ui [01 PI ~u I II b [OJ IP ~ IWOl I ~ Od

1 ltoof~ [-dJijd UI IP UI~~ ~Jqltp ow lf~

~b ~rIP1 u ill~~ or1 middot~uIliI gttU ~r~ ~ ~UI~ 1 01 gt [O[ 0l11 -I)IUO

1 Wq ~ru bull old onll tltRu -oum~It U) eo rLI b 11~1 )1 p~md

~fdlW

ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

Z5-iY bj ~O~~ jO IPOJ I w~ mel

SHN J ~ldl no 1= old

~ofd gttu Q(ol l~ lol Ip u~~ [IY il P~lliI w4liun DII~~

J JIIl lt ~rOl iUJOlSq I1gtlt1= ~ ~r~ Irll oQlllJClpIlt I (oon) urN ~~gtll 01ltq JUllP ~lf llIl[dlllJ r~UlIj ltpt-ld

OJ)

I ~ tlli O~1 rl r l1 UO 1 J ~ IP on I ~uJ III tI qUJOlS oJwu

liP ~rl 1 n[p lOfUlP 11 ~~quld (= ~ gtltlt1 ~ ~ (I~pu Ji1lt ufugt1 W IOUI VOq _f u~ UlV -1JOln[duLI )amp1(01

~lPilw ~ 1flII 1_=1 fIlgtl gtltgtngtdo~ IJ qp pJlti 1 w~pu bull OO) -fdl 1op uI=fIl ~ punw 1gt[ Qd ~I wl~ bull 10

middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

gtrIP 1 1(1 nXu 111 ISUV ~a I 1llJ(ol ~ fol ~~ _w uo_ lt tulIl ~ Of(I~U )Jn1O foluf UI 1gt11 VI ~lr~(U~ Itu Id

~l Iun~ ) il ~ AI Jgtl) ooU n~ oJ 3[1 JJltI lJd

~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

gtt1 O rgtrulO~ )J(-Jw ~ ltwd ltJIlf VIw Upu bull mJ[ltgt1

KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

~---

+

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

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pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

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PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

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lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

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gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

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iiliIIIIIi~c

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2 T~ hIJQi( om prfDnm 1lIt r~r q~llim U tlfnoe

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bull holt hoh ondo gtozhdon ~jC lt]OlIirn i lie I i 1ikon ~pejtkisl lje IOi

padraquob njcu rue mndu K~ GO) K(gtOlt1I ne dy 10jampl1 S dh 15 miu~

~umbur

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-oi ku inlgt JA pCrbCltrn oga ~ dhfllOl ~ shknrgtta me al~orin qf ~~ tl

r

IWgtW lD~ llUodn W 1J 1 II 1[01 fopu toI ~ ~ (1

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ll Olq_VI IIUOItOOlWIIIoIllJ gtoid-lllw middot~gtIllgtdl 0109

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middot~dmiddotoml[ltnqw bull m [lgtil w

norl~d 0 w (mw) tirIU~ or~dqlt~ ~ [IN )01gt[gt[1 J ( I-) ~~mll lL[ltUPW ~rueltl ~1~~1 ~[u ~ I

11 gtDI PJUI

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KRFIIJ

TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

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duhej

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~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

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duhej

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)1 LojQ mil~ (Imlllion Go=)

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akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

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c

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- om rt Ie d I (TE RITl A

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Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

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lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

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W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

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rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

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[01 gtP[ilIIU

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U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

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Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

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R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

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iiliIIIIIi~c

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~w P gt1Y [OJ iilt 1U[ol7I ~ ~UgtWgtI~ p ~J VI Jgtd gtwpow

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TF-~n TURiMi

3_1 Kptim Ilk 11111 R Tlit Tunn

Togt Turnpound ~I1L omri i dhcn~ ilit Pj riaoioncve Ilj 1gt~rm1lt

pfOgtOZlJar n~o mmot~ni dbo hkcnlttt ~opj1 Alan M luring rur~ e jj

ate JC ese U (Ii1l llachi1middot I IIigl lt ltila u 100 nO

mozofikc ~Mirnr Pi lQ50

1 ltIi Jgti Jgtih~T ~ mCIl)El 1~ hk~ 1lt nQLl no faktill n~ u i Iltrvshy

~ho QCTlJjo I~ cldo~ n~ nj rjlt-immJ bull n~ nj~ bid~ ~h~ nj IIjor nje

kompjulor Pro keml Ire bJ-hk~bjltJe ( kmn lll~ posht~

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m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

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iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

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n~ DonmuM (EIom 11 2UlU)

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loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

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H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

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blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

m ~fc he 1o rrA r]A

I intcisturi nikon me dl o~kcojClt A 111lt B ku A shl t~ri ilo B nj

kQrnpjme_ No n~( po rlrfun~m( t bilaquoollt j into arl nuk afTi tif Iiloj sc

em ish Ipjuleri pet I uring (ltgtI quhj i lal me gtltJ1=s dhe IA iJ dliIl= sic

duhej

Ebpc--rimn i nto j~ ioni oj Ijo mo t~ falur q~ Tin~ lt qujlti mitation

~me (Ioja ii~o) (Illil proje 1lt tC nltlihlnllar ~ rigjltn lt p)Oi( A muod

li mendoje inn Juk hedo mO p)otlon A undL no Io~iur ~ loj~ nj~ Tun~ T 11 Zondltimi j p)cjc b~hot ~ ok miiu~ii~ ju ko~ i

~dl --mcndojC qf fltlll~ pr hbunc n1 I nj ltill lt njon_

Kuim zokohlm po IT b Ii bj~ m q~lIin 0 ltgt1 Trin~ ol nuk

I=ori Vet rklmn e nii kompjulltr e~ no gjClldjo ( mbullbullI1j ni~

hulmUle dke h(rll I~ bejc 50 csht1 j1i 1 kr 1lt ka Ii belo mo 1 0 de nj~

kompjLJLer~ I~ j~ nje )~ km eion J~ri A ohu nje klmpjtor dbo 10j(1ali l

j~ pe i 1 1 iiinio_ Roli i hulmtelti k ltlielt rltgltJJ Ii ~sh~ mllklli e

ltiii rom- ~t iii hte ojeri dOe ltiIi kompju

)1 LojQ mil~ (Imlllion Go=)

Loja oripoundjol imiLljull ~rnc pM]laquo JlB (~ jWre nj hum nji ~ lillt ni

hebull Ii 0 Ii( JIm~~ cltnt~ duke lt0111 vltom PO Iknli 11

i qlt ulo konidrchi i nj~ -in1 ~~n nIilt) ktu ~ njr ng

lui nul rnncl f gthim t~ dltKin ti Ijltm Ie kur k~u cdhc

ndltnqgtrirnCl I) pir laquo wyP tdmth Jkl luolltimi gjubCsar DoI)n ~ gru

qc bindlt (~ intistuM ojo hl ~j Di~Tl e TIjori( ~~l1e pi imltu

nJo 1gt no rnenlfl q~ laquo bid~ inJO gt0 ui ch gruj h dcI C to inlltrvilurit (b~ p~ I~ r~rcaktuar lte 10 i~I ~rLIJOi n Le veTIc

NJoiu fikm loj ~p~mIltI imidml (aml1l kuiHn n~ imm-loJo progt) n~ i anin t~

bin Ie mlltOiIOin (qofli dhe me maltolnm) i Ii gJU KCshIbullbull eJho lIj p(sltln

humhjlt (bullbull1 cdbe i imcrviui) K) T~n kojegt 1mI dkltl ltshtc

~ompjiit i ZlIiidhshfugt j~ dim i kltgthIO~ rund Immpjunk h wauar

~IlLl mundu p~I Ie idnlilik il~kih nOlo aulOr I~~ lobll lwar N

h~uIJ PO femr (Ar~mu 01 I ~III1J)

A

c

FiX 1 Lt1a~ imilin~ ~hItnar Ila itm llUiraquog iii (~Imnll lJach and

lnrdllJlc

Lojltali l r t Pliovo II hk~ra P1Q 10 i~ dli ng d) loiNaret 0

io~ h~ h II iii ~hW pN oj~t A hun-i P Ie mhtLOj~ 10jNLl C duke m ltlimlt gbLlm ~11ri Inj~ri Il rmv(gt I li~mj~ l~it11 C

loj oljinile e I in~ Jgtilhkm nje pjoslt to thjltgtrtI Ii I~j q~ pltdhn oo Tojoto

Iltgtjll A ~ b~ ~j a ltshle njo ~rua dh lojori C (i el luon mlin

hulumtues) nul e-blc i ugtlljlril ocks No Loj~ e Imitim I~ari C nult m~ I sItoh

lojtlrllt A do B ~lo mond Ie komunikoj~ me ta lt1 rltrm hoimlt Ii fllt (Juke hltri r~jlt loj(il A dho atij ll lojltari C pro ri~c ltiii nga to d

~~I burr dh ltI k ~I~ Roli i lojgtJ A 1hl~ to maIl1rj~ hulumoln duke ocri

On~m Ii ~h Jori IQjl~ II pLYO ndIlmoj1 hluln HI morT YClluimn

akt~ 16

Soygin OlaquoU I~ AIrnan v (ZOOt) TurinTost5QY jurnal Mlnd nd Machlshy10AltadomiiPubisloe- IIbullbull0Igt0(463-5lB

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

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- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

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W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

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rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

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U ltlIltlUl roJp

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)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

SCe( rdcrlnct k~j I r mlg)j i Loj~ Imimirmelt Tltrrioli propozoi q~

Ii I lojo A II rlltgtl~ go njt kompjultt bullbullku q~ del r~ lt j jblaquo pmcndo t~

hihej[lll lthe pmn u mlgtilbtljlt hulunin d lr bijO lC jRjlC Iesem If ~=_

Sui i l~mpj- ih pcrcoktltHltlt prtlmdimin ~ lui nglllrnbi kur loj~n A

iIl1~ oj kri~ knd~r p1rfimdimil~ 1i A hhtc bur J rin~ thlaquoIi no

lul~Ii wno ~bimiht _ m~ hlI 4lt ~(h J~ia [mc kompjLIlltl1 I I ~~n

~f loj cht~ loji JI nje burri dhc ~j~ ~ajemd II ~umn~hl qo

Iompjtltri 1ht~ illtolilli

c

Flg ] TII orlMllnal1 LI Ie 11110 I~ I 11 iojt- A =mltiltIf 1110 nl

komir

Kompjutltit i n~hC roli i sllmni deri Ii~i II Odon me ppj~j ~t

ndihmuar hulumn

Voni j d)1 u r-lil me 0 nlt ki- ilin 190 to Turingu Ngjhem mlt -

orlrul I oj Imilmco roli i ljCorii A ~hle i perform ng oj kumpjutltr

Sldoqolt( ~Ij i IUjLLiL II hlC i performa n~ nj) burTt me hum llI qi~ 1gt

I e to drejlOjm mjltll ~mo no nje kmpjuL~ iil] C A ~~ (Itt gil

mOOifikimi i aij ~mpjuri rlt pd nja ilj 1m q~ rri Ioroj 0

prim~ nI mfny~ t prgtII dho Bun mo nj~ program II cal mond t

luaj min pi Amiddot~~ loj1n e itime pj ~ nse lhe[3 nj rn~1

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

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pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

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lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

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te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

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tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

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-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

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wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

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H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

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Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

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~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

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blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

- om rt Ie d I (TE RITl A

Nlt k crziOl~ d~ lj~I A (rompjltil dn n J Juk proI to m~ltroj~

hullllnuein ptt orr 0 nft mlimi Ie ~ob

bull iJ TN Turili Jho Urladonltt llf

~aul Tig~ ~umTIn ebilt1ojn e polkon (ri iuno pim to (til TIJ~ d

n (e cilat n~oh n~ ~ImU MachiQ ellgmc~ dhc ylI plhkruh ~

Standard ImltPfCIltJl~middot Iilio tri bull ul hih i clruihntc dho do~sit~ dh

fonesiii CI)tt jonr tl d311Nnr

lIuma ~hah t~n 0 0 Turing I Iwnoltt~ or~ so maki mund ~ mondnj~ dn

i~e duk ~~ jo mwd It thid P~ tlt )zornu ka~ renno okloni ni~i

Pl~pi~i~ii ShhLl grurmnton okin nj~ loj e imitimoe W cil~n

Tring ltrerhkoi I~~q~ md Ie lnhol n dy m~n) t~ nd)hme

a) test njC-rnc-njc hulumwes-makinl 1111

b) i=himi nj rnollt e-oj nj J~ Il~( no rn1i 1110 n~ oj

lulumu

Di mio t Tuing T mlilld t~ sflld ltdhe no en~ 0 lL~ig dho

no literat mtlonWn q~ e ka P ~ Voloni i pa~ i Tj~ thjsltt zlCTLdcon

njltriun n~ lo~n Imhue~ nj~ rompj tgt~ j intltistuui nut orrin II dalJoji

elltrnerrun koo~jur ~laquof ql balet nj~ Inj im _~ ptanohet lte ~npjueri ka

koorTnng T po

Pu kju Ju (0 LIM kgtlnpjulCIi Iollon egttn n~ ltluM llle n( ~endje r~ I~ 011lt

inLvi oi ~h~ njc njeri ih ng (jetr hk giLthagth(u dklt LI llpjltU Llt

hiM iorin ~~j h( nj pound

w (2005) Tho TunnS T ~ntytlOpoltIi oIlSU~e [i~ 2nd Ed

~~ unlv ity of N Vorl a BoAI Buflala NY

toil mycsilm db 0 ~T1o nga ot~ Itlring 1 no mndjo dik pak 11

ndcrlikuar Klshtu ogtioni i d)tlt i Ielttit ~orKI njenn n~ j~ kOlttlpjuter

dhe gruaja n~a oj( oj tjetlr dre ilt4u qiE d~ lt komliutcrit ltsht~ ~ ~ ~dr

i laquo(111 ~ ii lshl nj nj

1 vcrsonct modo no te T ~j ht tluc~W 001lt m~ ltlIDe ltl~ r nm

nj

hetelt lint) clIo e1om nil pjescIi M j~ WPJtltr u oi ~iltTi p(Tltcri

knmpji -bl totin ntslt bind ilctuin q~ oi ajo -hkeepmo m njltriLin

Turing 1950 oIu~OII pr ilaquolI ion si t-h dml~ jc Pim I1ltjo njo bjd

Ion nj prom mO ~oj~ ltluke ~idur in q~i gt- jo kuplOmiddot mr1in qc ai

th duke u ltor

j~ tjeW vint i lu-ng TN ilt me iIkin no i inorvii oi k nj

modi g~ pjeltiN bhle njo klpjlli c heLIi ht t~id du ill

k~ka pilt t ~igtk 0 pje- jot ~hW indigjcnt (ogte po I i zGiIlr sa nit

I nonnal~ Turing (1950 441) liillhhu pinncnd njc VCl5ion 1~ tltSl~ n1tC dim hltlues dullltl W bijnc

dllimi no me e lie kompjcn didiil dll nJ ~p3lOli oekreti4elror

Vo 11lti to ndl)mo fI TI gtno h~b)eT Plt zhiI mc Ilj IA c ltIie

_ DC kootcltstin lt Iojil1l kompjutcrikc Konoibuti kl)csor i SlltYan 11 pII- TT Ia

ln propozimi i TOIII Turing reslt (TIT) i em IshW njltlloj si IT porj ~Irkon q

makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

ndidato centr Tn ~hW i~ robot me afii laquoOtnr (Hmad 1989 J991)

_nACgtltekfiL vwm~TringT SO Ve1ltJter 1middotMdnd Maoh JI) owAcrdk IIJbil Nlhn- 4)-518

~Ioi llAmod pCr pfunirltsimn roooill Ie Tf TIT Homod I I1011 iltt no

~ q oi ~ ~n mboll i ~mentiilli problmI Ai Iho laquoG~ ll l ~j

rni~C n~ mndj Idoe all me i~un k) imbok dh I~ jl U h~

Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

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AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

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makin 1i jgtOiigilaquo tl ~iill~ inpUl dh jo ltI~m )re cmak QlUltl makin

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urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

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nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

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11T

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middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

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Ai pranoll Rioh od Ilt hprchi nc monyr Ie plot~ ekriilin 0 iJ~c gtone

rkl~II Iur h~ltIni lth cakou n~ mendje ~jo q1 i I)oh hi( n~ ~uh ~llt 1

OllLlJ1 i pur (Hamad i989)

llmJ ~ihhhLI mlgtm 111 ij kunde umcnliIIC Dhom1 kill bull Motivimi i ITI

~L mjafi I q(lt~ pohimet 11ud ltOJh P kriiuj ~cbal in~ 1~ nlr~kllp1llelthme

urry II n~ ~rlili ij ndj Hamad lcilt libri OIho ie olll mind (11ow

1991) krilillton II oillt h ~ GUirn pcr Ie Irlt~ -ndryhimll propo po IT

nl ITI 1101 e-hlt i pojllSlifdm (lJau 1993 p 234) AI 11 l~ qindim n ~amp gt~ltlim Ha kondcroo TIT It j~ 1 plojshem _~

Iilso lorJicinu CItIoOri-motOre1C TIT j~ t I n(llj~lIoo ~ bpacilde1 gjuh~

11T

plt~ TIT HmOlt gjititlShru pormeod oj 1111 (1oi T~lul T~nn~ 1~gt) i cili ~lt

njl fIII~ mlnoikul Me~ji~ l~ im m Iill i IT il HumaJ ou j I ptnmiddothm Igtlti ne e dime Ii hJ oj hL~ mllII kIj nT _i no

d~ Ii oml Iiidhur li Iiu publomlaquo~ ~ Ii) bijn~ me monoiomoodmin Mogjllh

11 dh nel M ltI tlt pro i Ie dhona ml~ Ii i mond t~ klhoL me uk

TTl IIImlllt1 19gt1)

Ne ilin 16 Jopit WeboefIoum knjoi nje Ilm i ltiIi kulIi Turing p~~

njnhW 1 UII~ (AIICI) 1 me duoinimi In U I)UN 1lt ~

lId s 119911 01hor SO~le~ OInor Mi~ Maoi Imlion 01 on Ol~ Philo pltical Problom Mindbullbullnd Moon 1 Iq 8

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

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ltnJmoc tcm~phm

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momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

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)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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didlboj dulal~m llttr-tic1i

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K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

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tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

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Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

middot p~ fjllaquo kjl ~~ Wedj oj fj k)c plilhlaquo njl ITcgull qlt tranlln kum

bull pltrOOmit dh klndl f)li =itu No nuk gicndct j~ fjal k)llt ELIZA

pltrgjiltiet me nji riPllim sJennk dl~ pltrsrirnr nj np komcntct e

mCpashmeIi -aj Wm billui ELIZA-n pamp Q ~Iur MUon nj

pikorargt 0 I~iu ~Ll7A- 1lt j~ lilt p~r ~ pm rktin uk di

pmIi ~i pltr b~t bull Met1_

Me keto tckniko r~mi i cizCIligtum iht Weljc magthtrolll di nj~ duke

ocr( W beronn 1 l1nin mo nj~ peigtOO 11 t me di bjd d qni1

~slir~ t~ dalli ELIZA mlk N1I~ oj Kohlll ELIZA sqarobd n~o di lti n~ n~

p= e I (mb i pari) q~ ishte n lIicljlt 1lt bionic lltStin Turingt ltdI I ky

k~ndNlrim hi i Chtlt1 prru MUOI

Koooh OJlby krioiIAI(ltY_n vii 1971 ni~ progrm i plrshklLLtl I lcllZA

4onJrimAi perpog ~ bijo oje loll dJiegt gtf nie skizofni Io~jo duklt

pc~ordr nj fin gJah~ (nJOgtlla m I( C) t1 zlmnr n~ lIioom Plt

Ia Ceo ni punl jARIY IcentJ no fllIin 0 it I97U duke p~rdOIU j~ 011t e

t~ TUfinl- j EruP i pgtlkIUlril me KI-o~ 11nrgtn nj lombinim J3Ci~ llt

~~ dho iomriUl ~c e inin n pon1 IAMY-n pl telltprinl Ii~ rjlt1amp

~rur pnj 33 pwigtl~o iu sIlfuqn tript1t ~Icent_ 0) grupcl u p)1e pOr ta

bcr-JenLljikiOli1 oili ~a paciemlt ihte Iljori ~ho I kmpjullt~i NkitTigtl(1 ihl

no melld)e ta bll1 Idonti1kii lttom 4R jgti~ir1 t~ mLlno

M sIleullin e ~1~ gt(1y PlVIIImow (tanl t~ jOu j ohOltOrbots)

vazhdojno mhj~ ~

36 Dhvm Mnlt~

ult c Joho ~otl nle tuil Jim_ n i ProW (Mo~iot I~ dilc

pmgrumd) PIJlol Dhom kineze p~n ltltreimetit dh ~urntni ((i

Toring nuk mood te p~rltlo plr~ cakt n mio fn_

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

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momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

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kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

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blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

srlc h(noi 11L (i ELIZA) ImlJd a kuljn ~in TlI1in~ hih due

moipulu imbole lt1C1 liO uk i kurtoiJl~ Ia kuplm ul nul mmJ ~ p~Imiddot~llmiddotuileJl lt

nend im joll men) r~ i~ bullbull00je nJ

K~ht S=Llt konkludon ti h~ n~ muod I prooj~ ~ J nkinlt

mdonMe humo testi Tri~ r~umctmi Scorlit~hlo ~riikot sjhl PO

humltpornuar

AfgIJmrn si t ~Ilt-i dhc 10 ojon qe lru pumI2t nl mazonn e mondj nltilI njC

de m~i nal)dn bull imoliampic~ nurgtdlsin~ e makink imltligjem dh bullbull1_ e tegttil

1 rinS q~ Mo 0 middot1 c 981)1 dl 1IIIJmiddotra

emimi Loebn ofton oj plllin ~lf pltr middotlIn p[atJi~ Tri~ m~ ~r~n ~ pre

Olbojt n~ netor Ii ii 1991 Ai ltgth i nCn ng Huh Loob Silt e

pilthrlru lneb nj e c ~ h mjim i njlt gimljoic ~ or to

hlmIDmi 1 lt Iluk Po P)gth fal1in asJoU5h nk 10 mllTi pIpi fa

hje in Turing laquoIho P ltgt111 disk pfr 4U tlt

Modli lt argiltd~ (pr tc) dl J 11 (p~ audin dhe vi~lii) u~ jone rUilt

j~Ir1 legjitlltl Bargt ko hrrhl)r II ~m Ie ~mnIi njil ino kmrjk ~

middotit pr demoimi e jell) n 100

RHl4

AGJ~N rfr ARTIFICIAL iJllT LOJpound[~I

gtIi y Wgtlti lt sIIihl1 i ltdb tia qlt mund~ 1nIlt~ jediin lt OJ m an Ii

gt0lt0 db d~lt PIUIf mbl OIl njltdii Ionnj Ii (cplU~ ) Ijlt allJet1 Ieri ~ lte Iho 0llllt oje per seori dll dm kltmbet poundoi dl pje c

ljcra t~ tljli pc t pm Nj~ ~iL robik i zlgtend~~111 hqit me alll 010 rrol

illfra k~ P nsorl dhe moW dryshme pI ndikuo

]~ ID n i t~ lodunr i pltrCCpimet -ml n nmll lt tij_ N pirpuhjlt IIgt

no kf~ [lIlntm ki JiJu dis n~a pari~ lt poTgiithshme t pfdM 0

lijimin 0 agjoJlt~e nililti[( kr)osori ndaj lI ilh i~tL~ edhc lrimi q~ poundiI~ duhlaquo

Lo jClIc IntllgI~ P lt hll~ njoituri

~j~ Elien ion1 h ai q I~ Si~lt duh Por (ot do t~ thotO per nj~ siCII to

hj1 tic dhuT si pltrltakIltthltl kjltgt Si 61lim dote tlttm1 ltcent prim cluh iI~ qlt

do lt hijlt qo Vrni t~ jet~ mOl i I shltm jo pro~lmin e pUimil i dhe l

muno 10 Icttsohlaquo ltuki i IJ-nlh

Agion lio1 ~J ilYhc giet~ iliiLi jme P(~caktua I~ m~)rt 11

oo)ombull Sip- NLfuI KoOov Si IA luhOl t~ hflm torilaquoib

m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

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m~Ine~

1 V-ndjcn CITltgullbullbull1j [Or Lmidhjcn ~ problem

2 AI~ per p(rsl~on onlino II C kohc lealo

J J~ ~ (ljendje [gtlr Ii JlnliHI vmete n~ pUi 0 ltjcllj Ibm ohe

ukit

~_ M j~ dhe plrmirilMh pC-m ooltwprimit mjedin_

~_ Mjn~ pcj ng =i ~ laquo[h Ii dbin3gtlt dbo informaciDniL

6 Kane ollfgtino c mcmorizintU dhe him Ii kloItotove ~ kj

7 Kon rumeimt pc to plr1Oq ]jt rlgthkn~r dhc fgjat~bull~

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

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blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

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R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

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Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

Russel amp-Nonig (2000) I SNP 1Ii1 c S kategltgtri ni hhllfn e yre~

pettqoIimil dhc aftklw inliampJltn1lt

1 AgjmtEI me Ile~ ilhjCgth1a

2 AgimH me lie m(gtltIdmiddotbagted

middot3 gi~gnal_bu~

4 Agil1IlJliliLy-lJ~

3 AgJ~ uJ

iRi~ me refIek hj bull ) wpro~ _ ~ ball to poncpIimi olul duke injorumshy

pjeltln )_ higttongti paltcplnh Fnision i agi i ht~ i baz no ligjin mun~05i

vpri No h rnudo kr)-hon bull vprima Ky [obion gicn ka uk vw n~ mjeltiii ~hl piotl)iill i p~rsI1t~l~m Di

gicn~ me reflek mund W p_bjn~ infonncion rubi giendjon bull tyre oktuate e dla u lejon

ot)Tlt t~ mosrespekojn~ laquo1 qlt jW1C krye- ngll yizuoi

-I

bull ----1=shy

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

Njo gjem n~ re~dc model b~laquo1 muni to ptrlthtuete nje midi pJ~riltf llt ipoundhguoshm

SINklU e lij ruhct brenlti1 Binul ~ cil pirshkruhltl gti pj qe bell n~ mnd hoh~

Njoiwtill lidhjc me rSun runbonon hOI 0 qusj 1Ii~ modd bullts lliInu ky

~nm u h(imnua n~ riD iiltnti mode~

Nj~ oSi me reUds tnoddmiddotb-gtd emori nj~ I10j U mndlh t~ brcndhem q~ roan

htori~ perceP Jhc ne ktt m~f pgtqTOIl~ Jraquokt~n di n~ gtlklct depltoj~~

glodjen oUk 0 agitit lIii lIIUOgtlt dhe ndikii i opimit nl ruiedi ruund t

p~I~th Juke ptrno Inodelin bull bm M~ 1 oi Biltl1t nj~ gtoprim no te njejtM

m~n~e gti ionti mo reflek thjolt)e

Ibull

Agjentlt goal_luJsed (Uf bazuar nO objekfiva)

IIRlonm sool-oaed tgjltrj~ m (i ft~itt euro gin~ve mdl_hd duhlt P~ i

Infomin middotobjktvmiddotmiddotbull InformLti oDjeki piItruan ito ~f june [gtTltI~egtbme

110 Ilejon nj~ aID nji men~r) P~ W (jedur ~ me t1 mundi tI hm duke z~odh((J

Ii~ q~ in oDjehigtin p to ilin ~htf projo1uar ~imi dhe plli~lml j _rltLmiddotJm

inligicocfs artificiale U bij pltr U gjcto ~ca tlt primit dhc pltr U arritur qlllimet

JiltlUit

n IP I id~ PraquoOq-(llHln fll iN II QfI l~J~ ~p HlOllqqod

(unJ rod ~~np 1~JIIIlWifU ill md ~ Qb $lt ~ ~fOltl 1 I ib - ld

~ PIltVgtJ )ltI mud ~ 14 UI Ib lwIJIplusmngt lllI7 _(IIn ugtffilt i[N

-UlFo~)IIIum[l mu~11~_d

ll pun11l OWq~ uwl Uulio ~Ui1rq1 I TUuml ilgtS qlt~~ Ili _IlIlf(JpU 11 UOtI~ f for I 11 IOLloP U1lUIIOjIOd UJ~411IltI rn

~[N Jo m~nl1gt [ 0 qJ~ ~l OJ~l ~11UJpJgd prWJ~~e LI~ PH

r or ~~ ~ ~m1 ~ru illfi I(Sgt_blad 3 q)Ul ~ru -I1Il il -I lTIjlunw

~IIJ lgtuou ~~ PlW 1I1IP ~riltl ill pun lb$gt ~1oo 1IlIIlIV

(UOqu~JpuqqJiyen Uq) raquoIfJmJn 1llUgtfiy

1m ~~__If1OW~i

r

I lJqo~gtP

pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

mh~ILt giurml e mjodgt I tij det)nl ~~ perfshijn nj p)lt 10 mdho I~ k~rim lt

prcoplimi~ ~trl-imin rs)imin dho Ie m~gtuori-

bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

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~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

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W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

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11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

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rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

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jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

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jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

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jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

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mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

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SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

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meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

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~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

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-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

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pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

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pun LIP ~U~ ~(LIlW U ttltrlt~tJ~ Et ~ lOW l~W lI ~I ~ iJlnqo[u

~ 11ltfU ~w gtil Jod Y~ ~ ~iI ltgtlt op tl~ I_ P ~~

0 VU3lSl gtc gt101 I I o~

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bull I

1-_-1

f

n m~uori ko avaJi I)n ~1H ~ I qrrtlor filiimi~ mjoi I pJhuru dhe

Ie btIo m~ ~ompe pilt~ n)otU fiJl= mund t~ lejojlL lJallimi m~ i rin~i-hltm -hoe

nr os ~ eTtJ[ oe mlsuai bull dl fhtl pi1liltgj~ e ri rimlt dhc

bullbull It pltffQUICCs i cili Cgtl1l~ pitgIgjllt pI pidlaquoinj ~ ri j me

EImei i 1lt mlit pCrOO Bi i ~iik ionti ~gth duke Vltpor dho plrckOlI

n p-lmmoC q duh1 U moJlflk~h ~tu pI me mirii no ~ Nhmcn

~Iemnd I performn_ hi ju ~ 0 kml konide m~ pa~ i sinI ILrlgti J mOIT

1 koidml porcfltimel lt1110 on~ p~ primo

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

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giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

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wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

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E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

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iiliIIIIIi~c

Klnpoonlj j fundI i ~TIlit udiu bhle ampjonerirni i pblcrnil AI ~Iti ltrltiltge ~r

ltJltrimin c vc~rimltcq~ rio Ii ~j 0lt ponjl~ rej ofi

allIT

Rgl Agjenrilue

Sip burimeve l~ morro lI)~Lm le kedj puilnl ka edh diKl II~ i I gjcnlltYc q~

qLI hn gtllolienl (n~-licnl) ltlh ciiesool1 j gie artld1 i 111olj~i TIl Di n~ 0t1middot

gjc_jan~

2 ic~llI1 ( ~ji Jho kryltinlt ndknjrn inpmiddot me - ph

A~icICI c buar Il~ jeta ro)

3_ AgJ rroclt (q~ zRiidll~ njl pmhlltm to lill njohiTl 0 I~ folrit)

bull

5 AKlm i~d (q~ pfllij~ nj kombillim t glilho kl l~ Ljltm te

gjntve p~Imiddot~ lej jolijoL Ui)

6 lgj beshem bull ~j~ glon i okur ooj njl pltrlii nptrmjltt

ponIurimil tC nje k~eri Hid) AItii In krijuarper ndIrim

7 bull I1ilt flt=ili- Nji ti rik Nl( nje m(itcl q~ i -en poin

dOe yen Optmj~ Uk(iilaquoit

B A)middotmN perm Jj~ oRiont i pM(Oh~l~m mUlld to p~llim nie inlo I

bT no kooe p Ii nl~i po pl 1~ ofrna udhbm 0 ukllt ~ Lo Lin Ilt nj

pwgml1l kumpJurik PO qonl fLjol~~ dhe 1lt iope( lt rLii ( r~gr

plt 0 lU lIu iollj e ~) t~ 4lJhhom

9 ow ultgjltnI Nj m mIimiddotgjlTll (MAS) t~ nil igtlcm i porbltIi ng bull

bull lien indlio gthr q~ bagthl-ejnC 1Il~ njCri-tjcuin SiSlontct lIlukj

g mun~ ( [Cnlun pi iliidhuf probkmc Ie -cshu I~ pmndtlf per m

poundi~)lLl1~g nje lI j viOm 0 oieiom monolit Shembuj (~problem diE

j_lIe e phathcllI po iSlom1 kftkimiouuliakn p~rfl1iil~ ~i Domiddotline

plTgjigjclI IIdaj katof doo moJlimill e ktulmiddotaw ~ll~~

10 ~~ ltJihh1~ quajr ljihe gmlta bullpo rekllt iIbullbull uoj

bull pl1 kollome jan 1 middotiULI e hollto Ilt~ Am j ngiLlthm mlt uojlt

bull nj~ trulltu i pilj ilM1m 1 OIU jan laquo no Jgthngtlt g ~jltk per hkul

nul monltk~nlt pgti pogt ~ ndltfgtP1i~o me lillt1lt1 C Ilt ~ Wj me njltrishy

Ijetrin Qlt1limi I i 111 htc qI oj cdu bolur ~ Jlni dclajc gtII ne

loje pCr njc he Ij dn Subjok lt plrlwhslulIC jane pltrdON pCr lim tC

ilia ckme plumb 1)1Ii ~rr plrki gjakut dlO m~i odoe gjmrnCt c

8oclA E 1 Asien dh web ~ rgtl mlmiddotIaltnog ONvrl XI UnltlIl Tlronl bull fIt I[koom~~ [aponueh ~ IInu ollpsllwww $ltribd ltndoltu 04817 451IntlInArtfficj I

kemh

Pa ~ gthql~uam porocptimin C ihtom asjIo tTtirdaL tashm~ duk ~ nim ooh

per punCJ Chn~mo I~ proramimit 1ic-nlil PO kryltsore e IA ~L~ pik~ Isht

hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

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hartimi i prosnmimil t~ agieit OJ rmhln q0 110 peI ~icil Jlgo

peroeptmet 0 ptimo

gtjlt progl i IhjchLo sj1 mund e ~aJh mOltkIII njlt fion llJltm [I]

i ltii mal ~do sdtllt~ n~gthmc e IgtClttltpti rlt nje Prim ~ mundsllfm ~

giu md t1 klltjne lGim nagtm j m hphlaquo

fJgt~A (2)

Funko ~~n Cnl~ Ilj~ kooept ahtrakt i iii mLtnJ Le prfshij~ ~ilnot lldlhme

t ltImm j lIo~arltje e heo (Ih QPio~ an Iq~rlio oh

mgullat c lo~j~bull logjkn fo) elj

gtc pOrnorm n 1fIm pClt iu rcfcru inJlUO perrept ~i nodu

koh1 M figua1 ~ nfrh= njo _gjcot Ch ~do si~ q~ m~ ltJh i nj~ krijim q

mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

p e hltU1ohot 11i~ program aF n Juho ~ )mi nj lohuri Iiofi t~ nire t~

pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

bull Dctcrmini jltgtoklrnnini- N mjNi i anllh pCrcakrohet ~ltJ namp i~j

aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

bull Epsodik dh jo _rooil li nj~ mjedi pik pervoja e poundi ME lt d n~

middotcpisode sn qodi plrigt1heI gd peAA-plini lag dl P krnC primi

Cil~lta ltrjmill~ Y ~ vetm n~ oW opldi P piodlt1 m~lnc lluk

or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

bull l)il=I -gtC gtltIdm ~ k nj numo I~ kufizuar ti doluesh~m tl percepmeo

Jhc epnm tl ~r n mCIlyrlt W q~ nlund t~ themi jodi enlC 0gt1lt

Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

bull lluj mjodiil n~ I poarritltl1ln- j1ltlic Jinmlkopo i azhduoshlm

JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

N~ rtulljo Ie ro~ kjn und ~ duket tingulli nuk ~sllt~ I l1JyllC1Tt ~ hikimi No-

und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

k) iL J~i Iti nn] ~ en n piWIn ltltl ikuelth mriltbull

lcgjilho1l duke hn njf nivel5h1ose tc dCl1iirnit tlt 1IiI mOgtJ ~ ndihmi~ pol

bin [IUIi eyw n~ m)rl me ctikasc Idjokj lt dt~gt qi ~jlt~ld ltjn at

Plrmlolfn hh ndMojO ltIiko GfO~O (21109) Two anAre Bett Th nObull n nttps$OftwIntelcomnwniclitwO--bnmiddotM1t noon

~nivelin lt pplmi ~ltho ob[ pcrdo loJ~ bullbull100 gmbitl lulllt Inje i

jo j )

Coo q-im qC njo tnnet mund l)ilt duhct q~ ~ W di niIee lingojw qf lidhcn

mo I~ Mu~ 0 prumohen flf1ligtl1 idot lt dllJiimh Ii hno 0I0~ vllm~

k llt cfokvo~ ~ k luho nj middotpn1 N~ l~ri i ~~n gthl(~ Ilvolin e

ltuktubullbull~icni do ~ 1111oj~ I pltP1oic 1 ilot

Fnksonll Clnd ~ n~hm lu n~ poundiltnl~ltmiddote shlkimi dho dBimin mnd

uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

bull NIj Ikj diki~ lojOt ngo ohj go 0nte ini~I ilgthl ntmr

~ liar~ 1( lilt Iii fndil i Call of Duty 4 etJ Shlini i lthqi Ii nulutuit foi nj I~c

ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

f= Fu~i c nuhttjc ~het ngo d) Iille ja ~ nuhti dh modhc c

giurmo to ro~~ Iln~ brara Suhjetet h~ u~li lopo moolt llirm~1 ~ dj

Izicionco W t)1~ IlJndi( P J nu ~lth Ni~ ~lt mund to jeW pt~ W ndjhm

uhjket me 0 mcmIn

Ku njC gjC me nuht~c lsht~ p-irditigtuar oi nJ~ Ilt kotmUu foi nuhj

a sic ion ptrtingujt ~ ~l~ ~ptim r~ p-ir - Ii buy hiorohcn nlt

f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

bull RaJa lJi ngo j j jpn lujlariVlt rJur indiviclLlIc qc lt ben 0011lt m~ 1 lhIE

djelthmi (ljlhk nltoigthmc p[~ to itu IU~~ ~htI nj kOltrol1 i ~jhl I 1

ll pasmi Olund II illlj iLutd e ~4 in p Qjimt no ~ip ltIri mLind

KobOlt D (20091 Do-sIsnI ffid801(0 lot G IP 21 Intel Compony I d~pa1 nf linhpgtftwo intelltDmnldodpng-n oiol-lornampnlte-foshypm

iJlpd N fq 1 olill II ~ ltgtd W~l roof II -lfol ~ Il ~Jd ~ Ii _[of

W ~b WJ ~rOrl ~1 )111 ~ltQUI~ ~b i eo 0fl~ II op lP IOq

bull fd r op ltJqopu Jod )J~~fuopu UlU1 JltI VltI of~ gtoq) sedS WIJq

middotrraU rd fldd gtlIP LU~r ~ld uloil ~11i1 m~ lltlnLibfj qllnn

liB UOIqlll iiigt 101 ~mOlil nraquo lIq- 11 ~1 ldJ pO d FY- bull

qfNI fqlt ~b [olt~ _~ 1 )Ulqp lOP ~fu ~ru ~f~ltKI il~ flU lKII~ 1fS ~11dlUll ~ In uP Jd ot) 1 ~ (Joll ~ Ollfl

~u flJPI rfd l-ld ~lP uJ erqlt 1 POlll td~3 r~= l IP JIl

11 IJd ~nolf 1rqn 11 U Q ill =OJ 111 ~r~ pumu ll~ 1~ lOIJ firj 11 ltrtf J~ rb ~1olq illgt1

1I fOl dV I 1VI d1 or 1l1~~ ~u 1 m OU I)C[

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

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P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

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potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

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Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

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iiliIIIIIi~c

kemh

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mendon mhi njeOin lt ii me ano 0 dhe wP mb Ie 1idi pCrmj

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pmptimlt dhe vcprime qmme JI mih~ Ii pafomocCgt j ogjontt i dOe

llojin c mjooisitql do It opngtj~_

Mjedii ka hum nlei pc programct sint Mjedi paraq nif J~ i_

PIlt kr~ (I~ dhc1 ber j~ si m phl~

bull rt arritsllm 0 Ii 10 Noo pmll hqi 1nj~ _0omi i jep q nl sjltndjeo e

plot tl mjeOi~ hrf hltm mjod gthI i orritsll~m pr k~~ ampinl Nj~ mjedi

Csh cfckti~isht I otfihbn no ka zbuluor gjithr ospckt ql juna Ie

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nul ojlt mbjlt nlnjc gjendjo t bnhmbull

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aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

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or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

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mltpoclmolt

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qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

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InjCr me makin In~ t~ ilduh

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oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

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e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

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nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

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l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

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und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

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jo j )

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uvllkohcn IdM (It Il Inl l lt tO~ K(~u ~sh nie li~ 0 shqif-OVO I j W

mubhmlt q~ ju und ~ hen 0 njc )lt I~i bin hinilt p-irto

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ltgtII nlivi c Iclu~ (00 emil nI oj~ i colhl ~jlt nurn i ltyenlo nhi de

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f~ini c agjcrtti centlt uN~cil Inrnrotl ndoj ubi oggtttet i im

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pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

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mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

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mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

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fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

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JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

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d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

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m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

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pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

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~i pcnj ~ufijc I~oritmjlo endou g njoriu

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kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

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~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

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lojin so 101 q~ po luhet ht~ i nj tid e Met

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Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

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mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

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te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

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gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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iiliIIIIIi~c

p~f 7gjoelhjo 0 pini NJlt mdi i unihm ~It~ Ihtatgthcm p1r Mk dgti

nul ojlt mbjlt nlnjc gjendjo t bnhmbull

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aktllale ~he primO e Ilion lI ienm lIIehCf ko do t~ tIno 0 modi f1~

detecmingtc H Jgtim jo gICllt uk ka nlUi Ii hqct5sohOl pr pgllrl n~ ~~ mjoni

doon N~ mjdii gthtC i la Mrn 0 Jji(Ihtll mud 0 kOI t~ j~ jo_

dofrrtnist KJo gtI nrisht e Met n( In~ 0 njltdhi ~h knmpkk duke b~

~hri I~ mhojne poundiurmCt eti gjilhapellto pro

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or n~ ~raro pllneh MoJh nc ouC kal- MJeJ ltpiWltlilcja~ Ium~

IE Ihjoh pe hkollt gjonli ok ko oj 1 men~ur p(~ mjdi e

mltpoclmolt

bull Swk dhe dinmi N mjros mund If ndf~h~ nI oj iliom CIn~ i

qendruMm am nho miedisi rhtf dinik po ~ ~l pltmJryJe 0 ~I~

atike Mjedilte ik j(III It 11 p~ munil nC hqyrtm Plaquo gen nuk ka

noj~ t~ mOdj mmOjo nd(rs fkon dhe~ uk duhctc hqctesohemi rlr kli lt

koh~lt raquoltgtlt mjClii nuk nd~ ~n me kruimin kh~ PO =ultati perform SIti

po 1Hoi 11gt mjedii N~ i-ltlomik

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Shhu hte dikbull j~ num W eltua t~ I~ziee ~ munrllthm e ~oo pi

InjCr me makin In~ t~ ilduh

No d e gthohim llojet e h)me jltlii liJliojnf progrnrnerlii It ndr)s~Olcent i

aID E m ta nI m~r1 efdI~ iuu lgthic me ioompldslt I~tbimi

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JA lt[ltl ampi~1 ni hmi~ lt kj lompjuik igth~ njltlloj me IAln~ kUR

oklodanikl Po Igthllti~ PlaquoZltltjc c tdnikOgt dl jonlt ~csisht 1~ lidh me ijimn

nje Iuzii I kgt~ him Ie iructigjco mdk D mund a1umltlIjoo no

in e 10jllO IA I)r do ishle m~ miri l~ ~lIhcj AS (rifid1 rid Inticio

idine) middotmiddotlinkllt1 inobemiddot mund I i~ 11i~ phkrm 1 mi P nwlin

ioIiIDeoo- q~ iicndOi 1) bull

K~k= kr) pit 1~ ~~J ilionin lisi~lt -E raquohm pltlt1ltimit

drndt vlertsimi i lIniu i tC dIh_ lt[ltl ijn n~ mjeli i oji t~

Konkretish 00 _simI IA lt lujo kQln ~ ku kffll Imlto

Mund to lIflllllllttoh kjn qa-ltjlt lht~ olmil IhjltgtIIldhc per keo fgtO mund llJo

e papcrshtshmlt pr~ krij j~ eltpenenolt ]nlhmlt ojo mc~iLh( u chte

k(lhtu N~ rola ~do Ijlr uk dhllo j 1 Ii dhoq lc o~tikam dh l~ afta

i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

hm~ lt kI~)~ pC I~ bc~ nje loje

Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

Bola virtutle no Ii olltn ndJhn hum l~irL1 k0~ nit nazil ~ Inodl doj bol3

oboiklt~ IA (do IJ~ ogt be to -hI on prundnj b nJ 1lt dik ne loj~ mo

pjo me~ clltZi n~ I~ JluItenim ta kirloni II~ 1~ po- DoIj hi ~hlt_i

mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

ndlsihmo

i cOn krijim 1)-7 i IA eltJhc animionCl lt lojf 13n~ (It[lIimlt bull I) q~ ij go

nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

Njhlil bull W ruril jn iwli mo hltmdore P7 ti dhcn ni Mi W t~prel~ agiotit K)

u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

W i ni~ I~i~ piuhi PO lojo taktik me revol gint dun Wj~ pk m~ drkti

n~ oW qe middothoItinbull

N loj~1OI ~ ~plhju mund ~ duM t~ shlttOtIi polr ltIjtlrt ~~ to rje entRet q~

qdnjrgt Ii r_u p ~ 110) ltIjb mund Ii jotbullbull -ojlthm pir kI)er nj

iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

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hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

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ltnJmoc tcm~phm

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lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

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P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

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didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

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K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

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tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

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Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

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H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

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i jfu q1 Ijn~ IOj 1)jO mda I~i orgelucsc dhlt lA lILLk dun 1~ ict~

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Ie 8plilirnin robotik Il IA nj~ P~ e humimi Nne blt roe v bullbull kompjoriL

duke dhCno rnboIi Mon~ ~ If ku Iooln mth IY no tC ii Jimltnik

(3D)btu i~ njrgtit hjnt Se Ii i fiikimit chtc i frhh(m pc ne c

nicrzimi

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mjih Un~ infoHni aajenti juaj ntund I rltnl-~ pltr I~ rri dimo ml 1l

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nj ~ri h~ih drklnikr T1 tilhjall si~ do i oi Iljm~ m rlthte

ShlMml

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u~~im pnon ltXiho pl~ loiITa thieshta por ur ko nif til m kompleksc to loie t~

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iumim mo (~ey lnolte) Ki ~ Eo nj m)Tl mmi~ore pltr t~

l roiu n nje mt~ lgtolwn d u~ fillu nil nj ri~e bull dho du~o hhar

n ni~ jlim I~ Molori i loi munJ runbilaquoti m~ n~ llJurrnim -

TlnguJI

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und t~ 11lt j~ ml1ot me igor 0 Olund edit I d~iohot poundh (nlt gtC 0 ~I

i k rI~r oj 1 illt und~ ~nloj~~ m~)rl kti ~do ampie qlt bell

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IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

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l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

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lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

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bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

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(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

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dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

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~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

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pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

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~i pcnj ~ufijc I~oritmjlo endou g njoriu

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pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

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iiliIIIIIi~c

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ndl-uncq~ urd te frmbulthi IA

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n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

IEoOW~OJ-~_IIWmiddotIP~IbulljjIIIOigtn-uclIUrMUOlOil~ IU1St ilt ~II 16001) 0041 bullbull Ib IlIOJ10 14ltIJ~ i gtOw 4bullbullwo1 n

rll[ lewOJ nI~)l =-ltI-=Iu IgtwlJrU ilW ill =fu ilu -01lt11

IOnP [110[ _U flq 4P Il~l 1lI= gtlU ~r [IP[S

[01 gtP[ilIIU

o I ~LI[rl1 ib POlO AI~ [Wl1rU UIWIq IP Nul ow

Ir~ gtl11I 11 0 4PfBZ punlu 1Ljlt~ Iqud 1 00 HiOS

U ltlIltlUl roJp

~LI ~~Ir~wo~ ol~ I(IltYj

)middot1 1410 ~1 O1gt~ II I I[ 00 UI o~m[wo~ 011

11 14 nLIPIrl I Jd Iwu _ 11 Igt ~I3Ilold 0 gt11 BUlB SJ~I

jn voook q~ In pLibhL Le ILdhm InO jollioL iocbal 11 kaca niHeillt

1IJlijrw

bull ( - ik t~ j~ 01 ~erim dhc pe1liI

Dubct lC Ihdh ~ b drl1i 1II11O~ rltnd~im indiidual~ ni nul) e le

jclljos sO re jo-emalo Sjollj jcrbaI n~ikol1e p sh iinl wu i1 I

pozicioni hiori oil~ Pflmm ~ tvo oImudjet 01 aUN Jjilo i ltII

komkstin edltlhj~ ltlhc detTc qc kF)L Kjo praqel poblemi i P L1dimin c

jolljes jn vebll Liliillie por cdhc plr puruo prusmin Jlljo m L~ ltilar

munJ I zhilloh1 iodividuliteti i kakle~

~cltpi hry qil mbnrt osin e 1 pUmil 1 I~ i~ vetlittlm~ Per 0

~jcd~io ij ilttemi inteli(l) dhe ien no gljo Li (Iikjnc lek

~jdC1 Juko plrdou imin e lA K) h~im ipugt Koholt (l00)) munJ to

mganizuhrt ltraquolt ~ nj~ 11 Imiddot nji lUi iy pull

Si5lcmet ~I Iu~ kano _DO pltr Ii 1 islcrnin [0 i nil Imnll =~ i

10)Cs j~ strntell ~ ill~ rb moCT rorm(11 ni~ gtlttrlktIC Ii me apo kw n~

I~ eila 1 blo koh~n 0 ttj uke 1I0glltitur t)lodliot m~ to mira cent mnJ~ltiLl Inj~ Kur

SIIe J HI~ I Et I 201l Non-vern1 Shlo for Sbl SIhtlcts Tho Indpl Iom1 01 AnltflcLollntltllige and he SlmulILon QI lIEhou AJSSJoornai Volum 2 ~tlumbo l-AprII2Ol0 PIS

IA laquo marc oje dlln ai dirn (gt111 lfansmNualt rne P 0 ubi p~tlh Kjt

qlt pun mc milt 0 tr(~iil( loj01 me kohE k kll AI ko t~ ili~ me lo~ t

m~dha

Sj ltnj~ pull punoj~ ml ml~~ lt~ me bjlt~ II hjhlll I ~co lojITO

subjolcret i bjnlt hnje jm IA ~ Ijgtj middotdon 0 plrdieon - Kjo ~jc

ru ltIIume nlt gtiSle In nu madh Ii ubj qi n~ kr~ HOOjlt 0

meruJojolt lOme pc~-t illa j ~i K) ltiSlem llii~llt Olund f pirfiloje ng3

lOnim mlti-thcroodin prr ~j ~Crkon i~ plifilim ht~

Ni~ mkill~ me gjedje u pkl (tl fini machine leo rM~) I nj~ mtn~T p~

ocopimin dhe lMl min ~i cLuilC1 q~ ko gjdj t~ gi ~ilh i1~ ti Njo

lIOlldje mund i PI kunto fiziko 0 t~ dla bhl ii ojo mund to

plrflboje IDoujO moj1lt q~ Ii~i mood tl hprehi gt keL mboil gicndjct

emociltule nk jane spok 1lt I Jl IA 1 ilt modd jdU qlt r-hlgttltn oc

~tein c oie

K~ pakti d~ mampl)TO i ~~ rlt7~ Lhu nie FIllS breAd 1stctn1 1~ ilttit

Ni~ ~tl q~ ltdo gj~j to ~ltL nj viahCI QC mn~ Ic koollohC1 (~rlth) Ii

eho q~ to pcJonn Ioiunin poine (~ ~iuhtn C) fun~ione1 i I (ne C ++

dl pound10100 liltca)

M~ ph Jn-hcmbui m t~ 1~knhm ~ gj~ndjevlt 1lt i( im IA rgtC nj~ loie mc

Icmclet 0 grabij

5011lt0 ~Ikullin euro Gir 0 (2009) Two S_ _Th 000 h1tpItwajntlom~lWO-bIbtton

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

u[pufil U UUII ~rOI ~[ 01~ ~ JW[ iltP Op~

gtSO ndltq ~l OJnp)dIllI21 P 1lt l19~) lOW ltG il Iftl[1 Op

IP rorw 0lt0 IOWJOU r ~ 1lt00 lt~gtr~q ~I I ~IU ofnor- ~~ -uowop 1 J~I m~popu ~P lqsl I~P ongto[[Pi ltlIN Op ~ --_11 bull

~~~Wllld rofZ~ od1

l P lI11 ~I (~I i1d middot111 ill-i l~PI Ol Pli~ ~ltupu P oQ ~u n nl [P~ B rOl~ il op mil ~ [1 lt~ru middotllu graquo[lJ

ill 41 ~Jlli 11 w q~ ~I 1 1[ I 1rn td (loO(~ 1I0JIUO 1 -- 1i1P

WiJ~1 eli 0111 (onl l~npqZl) rlO]s~ 11]qn)( (W) ru~fPR I bull

-r~ ~ 11U

I ~11 il ufpS if0lpul op r~ IIUJ - Pp 1[ollfu 1-1

00 onwl ~Ii l Job UL~ ~ 2l Ill IlIIll]UOl 1U

lrl lr~ll 01l1~) ~U w~djd 11 ~5TW ~JlInlOJJ 1P

lq~1 ~u A Iu~lgt (owJ fp~~ l~~ ~N Ilrll 14(j bull

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

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njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

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d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

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~i pcnj ~ufijc I~oritmjlo endou g njoriu

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1 JJU q d I gthOltICTO] il1 plt-~dlhmc

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ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

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kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

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lidhi lfIIltilelm per~ mjtu ni biscdi tlt

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nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

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Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

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iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

~ u1ll ~ ~I ~P lwwmfil IgtWil J~l fI OJ O ufol

IllO~fll ~I rJ1~ UO rp~ ~ln~ ~N (Mlrl PII~ N bull

IJ~ l poa

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lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

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JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

m~ Ie njlli~ ni-~ qe- rltn btm~- Uhc llilttiltn lt II fshltb

Kur i) ~h lgtrltndo = gtlt armiku i kIIlon Ill lticndicn lt f-)c

bull Agrn (111) Kjo Mll Riendja ku kudh ~hl lIIgteJIUr tuftin

mo lojn Subjkti Imoo lojrarin kur) Iillo L rgtIlrri~I rnul Old

rLUIldcw I~ Imit ~bjltki e blon k~ gjdj to~ und~Ici laquolLi rotlt

(kllli n~ 110mle) n~ r1 knd~hri Iei tI~ Iiltioi i ~iljlt (khdmi no

fWIl Alo~I ~ eni vdelt (te h~je ne ~cJjn Ikur) tillt1 i

lot I~ja lth~ndltl uud I lh no Iiij brJliio

bull Sl-i~ fflltngj I le muJje 1- pCrpillt U hmnglt n~ Infoimo No

~I lo~lt muod Li let ni ~llim J~( i pctmirihimi 1 I

If ~nltn lt loitgt K ltn rown lgtlt-ktin oj mood l( khd~ tiltmljcn Aim

dh f rifillgtO biunn pC- 0 un -Iii =illt1 q( bf-okli ohjosh fshihlt1

bull (11 ~ likloff Vlta4i No di loi l1dj lt ddj U~ mtmd Ii jlt1t

plfiohl r o-pnrn Vdckjc mnd li kct~ ubjcki kur ~rto1 II njoftoj~ ubicktcl

JY rn~ Ie hkuinc no njlt- gicnoilt llct~[ ko i m~ Ol~ ud 1( inaill g

njil nic~ (dhe klhlthct prnp ~njt gjcl1djo Aleltl

n IWoaLUZIONE DHE ItEKOJI-IANUIMIC

Iji~ bno n~hu ftCsi( inteldI njrolmrlt nl hkll~ l1um~ 1~ lart~ q~ n~

l~hi flO I Kohe so ka ckzisruar njezim gt1n) lrodidoI ~ I~jve u

d hpej n~ lrk~ rej P ru llu LtgtjltI l~ ~ lti shaho apo

Gu jon~ Iojln n1)ri pasi 0 rrojDl nj IonolltgtC~ ra~ pa f1-ltU

~imct iq~ tl Ioj~~ me lufi~_IampiI Hu ky IIIgt-i e hltn I~i

m intltNlnOltfuc b) pC- kCOOm pC- risi n~ Intcligjcnon lfodIbull

Kpjul lt Ill kane IlIrirur nie shkall~_ Irtlt ltvolim AUI onood Ie perJlIIojno nje

iIUlno mtldhe nfol1cioni (C proccsojn dl oino dlIlII lO pgtfundlno no nie

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

pajiltjo I lltl elali~o oU_ Poe dltri In thj1Il dh lt1Cm ju (C ne Ie

poundi~ 1 ltb (C kllkulimi Ie cno qe jane ~mtJII t ji do

~i pcnj ~ufijc I~oritmjlo endou g njoriu

No io 10 ardhmo to fort pajij ell ltsh uk do Ie ) thj1 ul~millt po do I

pQIIIon oojaw ahe iillalalt 0lt men) iJltoligjeollt A 10 11ee Ie mltlnje

pnielt roj~l klt)J opmn (0 I Iilic Iampiik dl ltiltlu~li 1)0 to

kornLIIikjrIC mlt nJ-HJioo rnCOlT I P dh mdujnmiddot elllit I)k

priM rIC ot m) qlt mo jon hJ~hlc rnjolo ndihc C Imo Ir Iknolltgji

1 JJU q d I gthOltICTO] il1 plt-~dlhmc

Hulm lIodiclonalo~ 1 s~TIOjn tI kyoj~ njt ili~ltn~-domoth~ e t~ rn~

me mi tnifioiic Ijlle tI tillgt si al i Mhuu Iiut ofllaquohnoloro (MIl) i

quaju Kltowmiddot j~ duke u ~jelu ~ Ii kij= nj III muod o mOltoj~ dIle~

ndCIjllt~ mln~T~ shoq~ si dllel lthfaq nltgtciltgt Nl ~th)centm kEl Mfr

~l du~ I-~ ~rijimi e oje 1- qo la aUetlo oj I~mi~l ~o~ me hale pnrn ptti h _

PC ~illimL 0 I~ic gtOmc L~ gtht -rM mhi dh pni kCrlca t~ njC PC

~ilc n_ L~jc~ me III k k1Lnc nOil t~ jc~ t~ n~ihm 1 ~ WdYhmc

dho uk k pgtc te mb~inc per dOnie gilt ptl1ci fuh~rrimit ~ IUitics ~ iojlra

Q~llilnl ~n~ i [i n~ loj~sht1 per t1 imulo iell) IltlIIIlJltlt duke iguruar

lojin so 101 q~ po luhet ht~ i nj tid e Met

Ii d~ luj~ Ie Ii hurnlu nlt l~jr Aj oJ l hprchltt i nj r~ull poriillhem

Ii ~OUf jdilt ~Jc-ktc c c cn c 10jltbullbull p~ ko no mod mnrre nlt

~OJri sPri lt pokrw dmth bjokllt1 ndiokin nj~ lIj Ii III Pltr

hcmbull nO Ioje FEAR ju c memur voE1 qlt gthfuq01 per It friksmr lojl dhc to

fdioj~ nampiorjltt c hltlunc CsbIC njlt higttori e pant-gtlWuor ojo ~re iu jeo De

SI mII oe Iltorn plu ltI kzolw_ nje proi thontl ql do 111In10 di

~8iIIlI ~OhUt modl~ qgtlmltojnOltjI1 pngta~ q po uodlohl Trnlltlgtp)IIoo MarOIo p IlOUI B Autojel ~P II Modelim dlleSrnulii SHStu Tlron~ FO 54

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

middotil[NI~Jltfs IIIOS I~A uO )0 lUOII1 ltPP JU Old

~lt Id 11 tile gtJOIn3 I 1 UIS (WOe) 1 Inri M 1 -JIIS J WOJl

P~Iv -jiIIt1~rLI8r11IIMCJ(IPltl~middot--pdlttlnlflJ1 ~ ~odgtl~ 3 H I p[n~J i1ll I Pl1 0)1 ~U(] WI v q ~p I~)Ugt~V I~ v 18

middotJmiddotI N OOU~d -ltI 11 UOlJ middot~LIilod mu (~I) -1 lIuUIIIgti1

N lH Ildwl I po~ J~lo~ middotIll~~) (m6[)r u0WfII

wPUI~ pIn TQ~O~HI onldolU I) W -0 middotP~ 100 I 111 II~U - UU ~IIT ([()IX) J pu

0100 I-ltI 1-11-- - ~ nlo IFUJo nIWS q ~III IP~Ul Jltgt (WooC middotuuldIWUI Il ~JlU)[ 1ul ok) -PO) 0ldII~ J Olpul polt d~ltU0lHPl bullbull (010) IltWMruSI

tOO UIl( - gtJgt~u~ _ T 0IA 01[1)0 IO[S [I PU ~I1r I~I )0 10( ldpul 11 u~lS ~S U~II-I U1bull (OOi) Iwnol as[

(IJOCIf-f-wn--I ownA m 1gt1) 1 WS q f-IlPul 1IJlIV JO 11 ldpIPIl l1 _10111 (][ PJ ( (I1O1 [=1 UIV

IIIIilt Ur-rqN-IUII 10A O~A )0 UOIIlIIS O~l puRIIlUl I~ J I-Ilor ldII1 lI10 lqtraquo11 01 P-I IW1 U-I (00lt) IWIlOr U~l

H I hJ I UOI-lw=gtO-Pmiddotlwn)l-1 10 ltgt-f8J UunI~S L~ P ~III 11-11 JO Inol rnldI1 OIU (100lt) middot[IWr IIS[

jOIIIILgtigtlIlloJ gtltlI11 LlUP3 (V1 1 t UO] 11I~U IIQlIOOQt IIJJ

Hamad s (l99I~ Olh~ Bodi- Other Mind A ~lach In[n of an Old Philitollroblemmiddot Mind nd lachinelt I 1143-54

Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

iM Ilige fmiddot~rmiddot I

Kehoc D (2(10lj -Ilcgti~niS AnifidllmltIIJC1lClt for (i (Port 2) 11 Cumpny

E disponuhmc n~ link hnpIollmiddotinrclcolnlaniclMd~ningmiddotnlfiolshy

in II iBenbullbull li ~ames)lon-l

KnighL K (1~39) Unifolt-ntion A lIidiICipIInaY ~ Cl (putins Sun)gt

~l(llJ-121

Marngo 1 (2011) 1la7 0 Atomatik~ 1 Kap 11 Modelim dho ShnulmL SHBUJ

TirnnlL

~lltcanby J (-007) MWhut u Anifocil lntcllifelaquo CfJIiJ-r Seltlt lkpmmc

Swnlord L1lliil)

blkin Sbull VC~H L (101111 Petri Nlt1 M)lltlIjn~ for Ihe Anlyi uf the Olt1i~ or

lt[io in (ltmputcr Gam in Fmcltcdin~lt rGamc--O-I fqlI2----l2

Itorfv W (11~)5) Tho Turing 1 Eno)d0ldi r Lgua~o nd I iog Zod rliion SL Ii~y ltI( N y I Buffalo Ilulllu gtIY

R-II S NQing 1 (1995) Artificial InlIi~ A Mndem Appn)llth Preni Hall

In- CHff rw 11 LSi

~ovgi A CI I Akmon VII1Il Turing 1 ~o y Late JoumIMiod nd Machi 10 Kluwcr Aeademi Pblihcrs 1lt1hlumgt 463-S1~

Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

mO~Je pltr gthmj~n bull ~o kLir at moodol P IA dhlt lojornt eIM nj kpjIlt

lOimll- nll loj no lujm mulliployr Mlt~ith lIiith klto jl 1lt c

ndl-uncq~ urd te frmbulthi IA

Vartsiht ngo n)ra c Ii se i 11 -i ljklUW ~ gthalu munJ j~ bri

hum ral m~n e eoj jt S m knlnpleb ceml me gtltun~ ~~rle

do k pOr 11 M~ hll Iltmo Iwmpld k~rloj~ ltI milto PC Ii ktlptll O1jeO

bull ~ no Tokorlt t~ wpmltyo te loitali~ dh ~iI mJoiltc lolo

ltnJmoc tcm~phm

Loj_lrompjulOrik m niclin lt sot~ II lA joni penkmrr cdhe nI (fShilt cdukimiL

lampj c plodi te Iojbull Lompjtrterile rlaquo~ mblgtlnu objelti bull jnilt dbc

momdll~ni _-hUE me lt jet 311 jon pe iCtc ye hca bull loj

bompjllterike j ocri pjcoll kurrikiolt mlo itt t~ fundh dohlll nl1 mc to

p1rnolllro I (huo stlidimoJ~ jane (~ Ij~c kompjllterib 11 Sill r CillaiQ ill dhmiddot poundf~ Im~aj 11 por orma ~ tiera nlihmo kzhtojnlt

lIiithahtu 1~ rojl Tnlt eleroefitn laquoiukli j~ qujt Ioj~ Ilt laquoikao

0li0lt manin nj~ ~djlt Ioulaquo 111110

nto 10j1O j ~ kunJoruo e lojo Mtmil rltJo mlerkom1gtCuoristu si rnjet

miet pl ziillimin lt ltdkimi Psh llj pmip i Ijltuo kmpj~kc kgt lu~ilr rei p~I

kuptimln Ioml1ikil Globallaldn_Iruel loi~ dl riikua n~ 1lt hkoll t~ mOe

n~ DonmuM (EIom 11 2UlU)

1lt ojmo studi Jonl hill mc pCltdorimin bull Ioj tI tiIIa ~1middotMr I~ltgt

cdukafue -1~IMIIlI oIIoc ~ampoOluOOilmiddotmiddot Ii loj~ lthumlt-Ioja ~ cll I

lufion merikan pl pre 4Fl1lIlcigt 2007) Lojo m~ e Ie me ndilimo i ru~mc

edubtie ~hl oh ropc 2045 (BTom ct 1 2(~gt7)bullbull cb fO 11ltc hkuliOi 0 )nc~nc

rudim e dotnigtC poHiktgt dho media

Alan T uri~ lloeoi bum~ J3rlI-hikmlt If inldisi n onilkiallt1 nj~1l lhin m

te fm~ 0 Ij pRrhjmlmjn~ rlr kt~nm 1gt( kl1 huh v iii f~ m M hlim makn d i- rrin mm hkmi i n1 1951

P~t me IC~ la om POkIO I~ Ij W jcrtzimi q~ I 10 pas do _ al kj~ h

)oi P di wi kotlol lthplur iant t~ iu 10 TCSlin Trin~ q~ uk jan ne

lidhi lfIIltilelm per~ mjtu ni biscdi tlt

So apliI dbc ai q~ qh or lmn T TLlring pobQi e rriIltIo m enali ~

jelO a nuk Iu ieti ku~ oi gjondjo t~ I~ode~j I~kn 0 p~Ik)er Ii ojil MgiFth~

pikiel u ~~ Jgtlt krii~ nj~ malo~ otdil(jcc m~ nje7O duo i Ihene sai

1Okuti unificiatbull Kjo u I 10 rooo$ ha lu I-h IP-ltJgtmirio riri 1lt mo

didlboj dulal~m llttr-tic1i

tnxhiio~ loj ~i~ p~rrjkJ por krij at iallt q ipin n(licillc mm

si I~a ~ jeriLl Per k(li qellim iillhinier mIJt(II J(Jhoolhn Cibibiha ~

Uniin e Kalanl lttho koS bull Ijju duo n mOlltnal q dukn dhlt llt ndjohen

tl padall- ngll t~kufn ~ iUI Me porC oi dlle traquogtJkpunioril lij raporman so

ala li~n Irii ni potimer Ie tikoni ~lt kur o oil illi ne Imp bull pil mo grohjlt n-ir(~liq(orc o[ekroik inlc go fer l~ku~11 bull ~1lt

K~k11 kr~o nji 010 rlilkil og hjo nj ok 3D e hl)puro In 1hir~

potiln Il smhT ddarikisl1 dhe bull rdo1n il pIr e prckur prakroh bull ierlbullbull

ndl=gt do ~ gthlo f5bcltu t~~ nuk ihin ne gtOOjlt per tC bl~ Idoni~dallm

tl duk ~crmj pkjogt I dtIlt ortfclc dbo j e ~(

Si prlunJim pasi hqyl1u Igtri~ e 1lhum mO tol~1 dhe iljilln ltoni lioite pi

gthqyrlm ~ fundi o~ lmjln konkluziono odh ito dhe unncimil tA-lt

Ioj bull mund to kloojme Ljo fushf ltsItto Met ml Aptikm J i gjC~

nO jel 0 llieriut e _ O ~-hmlt modje edI a n-(jm~ rd)Jm ~~ Jojillr

kthch n ~im ku erIO ngmiw SOet lt nj o It rhu PO I~j(rao t~ tiltbullbull

Tunng A M119SOI CompI mchloenO Inetlaon Md 9 431_40

B PH 201~ The bout Turi TOSI sacGjondo no Irttiltf_bbctomfuw-20~n---oble_~IM~g-t

yfJu~ ~Ol ~ IlJloq

lu nltldltjlt ~ ~~ ~R ~ 1 wJlfu~ OPW Wfj bull U-Vl d ~ 1r lU~ Ii lUI IIM I ~ muowJ irrfId 1111 l bull (S We) ) 101

UCIIJgtq--ruq-OIIlUItl-WIijl11OJ1l~

111 0 U raquo1 )JY ~H 01 (owel 0 JIOU1UO

n- lilxioJIiltln~ 1IIIwll0 t LOOi~ltfJW(1~1~nwe ~tOd=r~ gtltlom3~~

-g~1II II 1001 n lfIi I Jltgt not iUl bull I~) AYjd 1 I J~ 1gtlt1 IILPIS deg11101 (soar) li middotmiddot1

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Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

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Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

iiliIIIIIi~c

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Kehoo D (200~) -Di~ins Anificial Inlelli~on f Gomes (Ia~ I) Inld COnlP) E dispohmo Ll elink II httpIltlrejll 10 Ionmiddotu~anic le~dci~nillgmiddotiIieilmiddot

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Sheare J fklsop L H 1 (2010) NbullbullVlaquobaI 11lt11010 r ndklObie Syntlilt

Ag- Tho ImltmiltorlinaT) Journal ~r A~irlti1 Inttllig and tho Slmlation r 11lt10 AISllJouml VILlmo 2 _ ~rnhltr I - ApJ il10111

TuringlI M (l~jO) -Computin~ dtioIY atld itelli~ Mind S~4]l-----4IiC1

Wexler 1 (2002) -Artifioial ImcUig in (m A 1001 at IDe behind Lionhead Swdjo Bik rnd Whl IITld hltro i I wHI ~o in tloe ruture CS142shy

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