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In this week's top 5 AI and Deep Learning stories, learn how Facebook is training AI bots, the senate committee's opinion on self-driving cars, and more.

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    Presentation Transcript
    june 23 nd 2017

    June 23nd, 2017

    DEEP LEARNING TOP 5

    Insights into the new computing model

    here are the top five stories highlighting

    HERE ARE THE “TOP FIVE” STORIES HIGHLIGHTING

    HOW DEEP LEARNING AND AI ARE ACCELERATING

    INNOVATION THIS WEEK …

    TOP 5

    1. Deep Learning Transforming Investing Into Simple Utility

    2. Next Generation Algorithms To Harness Power of Today’s AI Chips

    3. Facebook Training AI Bots To Negotiate With Humans

    4. What Execs Should Know About Deep Learning

    5. AI’s Critical Role In Self-Driving Cars To Key Senate Committee

    slide5

    1

    DEEP LEARNING TRANSFORMING INVESTING INTO

    SIMPLY UTILITY

    “While hedge funds have taken the lead in algorithmic

    investing – or robo-trading Chakravorty wants to bring

    that same machine learning investing approach to the

    rest of us. Qplum uses an AI robo-advisor that invests

    using algorithms to create customized portfolios.”

    LISTEN TO PODCAST

    “We can use deep learning to make a level playing field

    where investing is a utility. “Many people are not connected

    to investing because they don’t know whether they’re going

    to do it right, they don’t know whether they know enough.”

    -Guarav Chakravorty, Founder, qplum

    slide6

    2

    NEXT GENERATION ALGORITHMS TO HARNESS POWER

    OF TODAY’S AI CHIPS

    “At the GTC conference this year, NVIDIA launched

    their GPU Volta. At the center of this chip is Tensor

    Core, an Artificial Intelligence accelerator. However,

    our current AI algorithms are not fully utilizing this

    accelerator, and to achieve another major

    breakthrough in AI, we need to change our software.”

    READ ARTICLE

    “The enormous potential of AI has prompted many companies

    to build powerful chips to enable a wide range of AI

    applications.”

    -Gregory Diamos, Head of Systems Research, Baidu

    slide7

    3

    FACEBOOK TRAINING AI BOTS TO NEGOTIATE WITH

    HUMANS

    “Using CUDA and NVIDIA GPUs, Facebook trained their

    recurrent neural network by teaching it to imitate

    people’s actions. The models were trained end-to-end

    from the language and decisions that humans made,

    meaning that the approach can easily be adapted to

    other tasks.”

    READ BLOG

    “Interestingly, in the [Facebook AI Research] experiments,

    people did not realize they were talking to a bot and not

    another person — showing that the bots had learned to hold

    fluent conversations in English in this domain.”

    -Facebook AI Research (Mike Lewis, Denis Yarats, Yann N.

    Dauphin, Devi Parikh, Dhruv Batra)

    slide8

    4

    WHAT EXECS SHOULD KNOW ABOUT DEEP LEARNING

    “From Uber using past trips to predict its customers’

    future habits to Facebook automatically tagging a

    picture you upload of your family, data is everywhere

    these days, and smart companies are using it to inform

    a better experience for their customers. Could the

    same be true for your company?”

    READ ARTICLE

    “The movement towards conversational interfaces will

    accelerate.”

    -Stuart Frankel, CEO, Narrative Science

    slide9

    5

    AI’S CRITICAL ROLE IN SELF-DRIVING CARS TO KEY

    SENATE COMMITTEE

    “In testimony before a packed hearing of the U.S.

    Senate Committee on Commerce, Science and

    Transportation, Rob Csongor, vice president and

    general manager of the company’s Automotive

    business, said that AI will in the years ahead enable

    self-driving cars that save tens of thousands of lives.”

    READ BLOG

    “We are now at the point where we can create AI systems

    that have levels of perception and performance far beyond

    humans, and importantly, do not get distracted, fatigued or

    impaired.”

    -Rob Csongor, VP and GM of Automotive, NVIDIA

    how can deep learning impact your business

    HOW CAN DEEP LEARNING IMPACT

    YOUR BUSINESS?

    LEARN MORE