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GaryMarcus's profile
Gary Marcus
Gary Marcus
Gary Marcus
@GaryMarcus

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Gary Marcus

@GaryMarcus

CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust

garymarcus.com
Joined December 2010

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    Gary Marcus‏ @GaryMarcus 17 Jan 2018
    • Report Tweet

    Innateness, AlphaZero, and AI: AlphaGo & its successors have been presented as an argument that a "even in the most challenging of domains: it is possible to train to superhuman level, without human ... guidance". I evaluate this claim. new paper on arXiv https://arxiv.org/abs/1801.05667 

    5:26 PM - 17 Jan 2018
    • 121 Retweets
    • 261 Likes
    • tonyjoyce loistf xu3kev strawberry guy Abhishek Tiwari Björn Lindström Dr Eiman Kanjo Antoinette Rouvroy desertnaut
    12 replies 121 retweets 261 likes
      1. Filip Piekniewski‏ @filippie509 19 Jan 2018
        • Report Tweet
        Replying to @GaryMarcus

        Another jewel from @GaryMarcus !Aside from the great technical content, I think an important issue is observed: contemporary AI papers use a "pretty good" specific result to make absolutely general and outrageous claims about a much broader subject.A bit modesty would be advised.

        0 replies 8 retweets 26 likes
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      2. Adam D'Angelo‏Verified account @adamdangelo 17 Jan 2018
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        Replying to @GaryMarcus

        To me, the question is whether the right analogy for training an ML model is to a human learning (which clearly depends on a lot of innate stuff) or to the evolution of humans (which happened without any). The more it can act like evolution, the less need for anything innate.

        4 replies 0 retweets 17 likes
      3. Suchi Saria‏ @suchisaria 18 Jan 2018
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        Replying to @adamdangelo @GaryMarcus

        I like the idea of learning as optimizing a fitness function (similar to evolution) but learning only by trial and error is expensive 1/

        1 reply 0 retweets 4 likes
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      1. Thomas SOLIGNAC‏ @ThomasSolignac 19 Jan 2018
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        Replying to @GaryMarcus

        Great job. Poor popularization of AI is a major obstacle to progress. I raised the same warning in a French article two weeks ago. We need more specialists able to cross the domains with discernment. That said, the concept of innateness is fascinating. A pleasure to read !

        0 replies 3 retweets 8 likes
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      1. Kitt Johnson‏ @KittJohnson_ 17 Jan 2018
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        Replying to @GaryMarcus

        Really enjoying these article/papers you've been writing. Rational criticism about AI techniques is crucial in making progress towards AGI.

        0 replies 1 retweet 5 likes
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      1. Carlos E. Perez  🧢‏ @IntuitMachine 18 Jan 2018
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        Replying to @GaryMarcus

        Thank you for making it clear in this paper that there are two distinct approaches towards building cognitive architectures. The verdict is still out as to what will prevail. My bet is of course on intuition machines being the successful approach. https://deeplearningplaybook.com/ 

        0 replies 0 retweets 3 likes
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      1. Eric Topol‏Verified account @EricTopol 17 Jan 2018
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        Replying to @GaryMarcus

        You’ve been busy writing lately, Gary ;-)

        0 replies 0 retweets 2 likes
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      1. Rebel Science‏ @RebelScience 17 Jan 2018
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        Replying to @GaryMarcus

        They forgot to mention that humans created deep learning and AlphaGo. A human can also walk into any generic kitchen and cook a meal. No mainstream robot can come close. Also, the purpose of a tool is to do something better or faster than a human can.https://www.youtube.com/watch?v=jxvZ0AdM0SY …

        0 replies 0 retweets 2 likes
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      1. Pete Trautman‏ @PeteTrautman 17 Jan 2018
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        Replying to @GaryMarcus

        I forwarded Zero results to a control theorist; response: "I've always been mystified that they use human data in closed form, finite rule games." In Go, rules are known. What's the point of human data? Bias/initialize solver to humanlike play? checkers has analytic solution...

        0 replies 0 retweets 2 likes
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      1. Dr. Angelica Lim‏ @petitegeek 19 Jan 2018
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        Replying to @GaryMarcus

        In a developmental robotics study, before training, one might specify which elements are assumed to be “innate”, which are previously learned, and which are learned through environment.

        0 replies 0 retweets 2 likes
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