NTT @mickbean 6/10/2016

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NTT

, //IoT/AIP

and/or

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Bloomberg BETA(VC)2016Pitchbook

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Prof. Henry Chesbrough

Innovation = Invention + Business Model

https://www.tuzzit.com/public/media/canevas/canvas_lean.png

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http://www.slideshare.net/studytech/ss-23454300

http://www.slideshare.net/studytech/ss-23454300

(2010-)

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Vicarious approach to solve reCaptcha : ~300

Google approach to solve reCaptcha : ~150,000,000

Hierarchical Temporal Memory (HTM)HTM

Few algorithm advances in last 30 yrs

Top algorithm used for speech, vision, language is the

convolutional neural network.

Fundamental architecture hasnt changed since 1980s

Most performance from increased CPU and memory

Requires millions of labeled training examplesNot generative, cant do fine segmentation, etc

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Producing precise explanations require feedback

connections. (Brain has lots of them)

Feed-forward andfeedback work simultaneously

In contrast, neural networks are purely feedforward.

Feedback connections

The world currently pays humans to do jobs computers should do: Manufacturing - Inspect and manipulate objects. Logistics - Drive trucks, planes, and boats. Retail - Restock shelves and ring up merchandise. Food - Cook and serve meals. Agriculture - Plant and harvest food

Generative probabilistic graphical model.

Currently performing near human-level on shape recognition.

On track to reach human-level object recognition.

Requires very few training examples. Very fast, memory efficient. Can be applied to vision, audio,

language, motor, etc

shape texture motion motor

language concepts

BB

Ph.D.

No plans to commercialize current tech, but as a fallback plan OCR is a $400M/year industry.

M&A 1.2M Seed. Founders Fund, Felicis VC, Open Field Capital, others. Oct 2010. 15M Series A. Dustin Moskovitz, Founders Fund, Open Field Capital, others. Jul 2012. 40M Series B. Mark Zuckerberg, Elon Musk, Jeff Bezos, Jerry Yang, Dustin Moskovitz, Formation 8, Khosla Ventures, Founders Fund, Felicis VC, others.

Vicarious

Building Height Oil Tank Farms Ag Areas and Yield Tract Housing

Clouds & Haze Development AirplanesWater

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Orbital Insight

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Orbital Insight

- MaanaMaanaBI

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Maana

PF

CEO

Fortune 300

PF

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Maana

System Insights- System InsightsAI

- MTConnect - AI

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Web

SI

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System Insights

- (GoogleOutlook)x.ai

- x.ai cc AAAI

X.ai

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MTG

MTG

AIMTG

AIMTG

MTG

ECC

Bot(AIML).AI

Web

MTG

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x.ai

- Beagle.ai AI -

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Beagle.ai

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()

AI

r

Web

AI11

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Beagle.ai

:Vayavision

Hybrid Vision-LiDAR system reliable for L3 autonomous vehicle at a feasible cost

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:ArgusSecuriThings

Deep Packet Inspection IDPS

SecuriThings security platform collects data from multiple sources and performs real-time behavior analysis, to identify

threats and suspicious activities for IoT devices19

http://www.jst.go.jp/kisoken/crest/research_area/ongoing/bunyah28-4.html

Silver BulletSmart City,

Vicarious

Orbital Insight Maanax.ai, SecureThingsCREST

Beaagle.ai, vayavision, Argus

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http://www.jst.go.jp/kisoken/crest/research_area/ongoing/bunyah28-4.html

IoT

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Introduction is a brief, outline of the Problem (orPosition). It is designed to gain the prospectivereader's interest and his/her understanding, so that he will be inclined or compelled to follow your line of arguments(present in body). Tell the reader why your paper is important or show him/her how to use it! 23

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http://www.jst.go.jp/kisoken/crest/research_area/ongoing/bunyah28-4.html

AI, IoTCREST

AI

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http://www.jst.go.jp/kisoken/crest/research_area/ongoing/bunyah28-4.html

AIIoT

ICT

Azure ATR WiL (GE)

6/1/2016 Philadelphia Orchestra

"Who said it first is not important. Who gets there first is." (Takeo Kanade, Circa 1990s)

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