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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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    1. Gary Marcus‏ @GaryMarcus 7 Jan 2018
      • Report Tweet

      Gary Marcus Retweeted Murray Shanahan

      do you stand by your and my earlier notion that some of those components must by symbolic?https://twitter.com/mpshanahan/status/949948318481829888 …

      Gary Marcus added,

      Murray Shanahan @mpshanahan
      Re the @GaryMarcus / @ylecun debate, my view (as set out in https://arxiv.org/abs/1609.05518 ) is that *today’s* DL architectures aren’t enough for AGI. But research into novel DL components and architectures is flowering. Maybe that will take us to AGI eventually
      2 replies 2 retweets 10 likes
    2. Virginia Dignum‏ @vdignum 7 Jan 2018
      • Report Tweet
      Replying to @GaryMarcus

      AGI can only be possible by using symbolic components. Statistical methods alone will not work. Abstraction and causality needed

      5 replies 1 retweet 15 likes
    3. Carlos E. Perez  🧢‏ @IntuitMachine 7 Jan 2018
      • Report Tweet
      Replying to @vdignum @GaryMarcus

      (1) The human brain does not use symbolic components (2) The human brain does not use statistical methods (3) The human brain can't distinguish between causality and correlation So please, stop describing the capabilities of a human with that found in a computer.

      1 reply 0 retweets 2 likes
      Gary Marcus‏ @GaryMarcus 7 Jan 2018
      • Report Tweet
      Replying to @IntuitMachine @vdignum

      All three are simply empty assertions without argument; the first is debatable (I made the arguments in Algebraic Mind); 2 and 3 just false.

      7:40 PM - 7 Jan 2018
      • 1 Like
      • Virginia Dignum
      1 reply 0 retweets 1 like
        1. New conversation
        2. Carlos E. Perez  🧢‏ @IntuitMachine 7 Jan 2018
          • Report Tweet
          Replying to @GaryMarcus @vdignum

          The human brain uses intuition as the basis of its cognition, not symbolic methods. The evidence that a model-free system is able to perform complex logical inference can be found in AlphaZero playing chess. Read my post:https://medium.com/intuitionmachine/alphazero-how-intuition-demolished-logic-66a4841e6810 …

          1 reply 0 retweets 1 like
        3. Carlos E. Perez  🧢‏ @IntuitMachine 7 Jan 2018
          • Report Tweet
          Replying to @IntuitMachine @GaryMarcus @vdignum

          The mind performing performing statistics or distinguishing between causation and correlation is not due to some innate cognitive mechanism, but rather through training and experience. These are not fundamental components as you assert.

          1 reply 0 retweets 0 likes
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