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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 8 Dec 2018
      • Report Tweet

      Gary Marcus Retweeted tabitha goldstaub

      Open letter to @ylecun: I have been explicit that I believe that symbol-manipulation is part of the solution to AGI; Hinton has ridiculed that idea. Where do you fit in? With me? W Hinton? If in between, where? The field would benefit from a clear statement of your view.https://twitter.com/tabithagold/status/1070736319901519876 …

      Gary Marcus added,

      1:57
      tabitha goldstaubVerified account @tabithagold
      Drop the definitive mic💥Geoffery Hinton explains the difference between symbolic AI and deep learning to great applause from the @g7 audience. A must listen: pic.twitter.com/HbeQZX9QkH
      Show this thread
      17 replies 45 retweets 159 likes
    2. Yann LeCun‏ @ylecun 8 Dec 2018
      • Report Tweet
      Replying to @GaryMarcus

      I have expressed my position on this many, many times (including in the recent book "Architects of Intelligence"). But you still seem misunderstand it every time and to insist that we disagree, when we don't actually disagree that much. I'm tired of wasting my time.... 1/2.

      3 replies 14 retweets 99 likes
    3. Yann LeCun‏ @ylecun 8 Dec 2018
      • Report Tweet
      Replying to @ylecun @GaryMarcus

      ... but here we go again 1. Whatever we do, DL is part of the solution 2. Hence reasoning will need to be compatible with DL 3. That means using vectors instead of symbols, and differentiable functions instead of logic. 4. This will require new architectural concepts. 2/2

      10 replies 18 retweets 128 likes
      Gary Marcus‏ @GaryMarcus 8 Dec 2018
      • Report Tweet
      Replying to @ylecun

      Ok, now we are getting somewhere; in some of your previous tweets you seemed to ok with symbols and I didn’t understand how to square that with the rest of your view. (1/2)

      8:48 AM - 8 Dec 2018
      • 4 Likes
      • Simon Osindero Edward Grefenstette Jason Pontin MartinC
      1 reply 0 retweets 4 likes
        1. New conversation
        1. Gary Marcus‏ @GaryMarcus 8 Dec 2018
          • Report Tweet
          Replying to @GaryMarcus @ylecun

          Agreed on 1 & 2. But I see a false dichotomy in 3. An ASCII encoding is a vector that serves as symbol, as is an embedding if it used as value to bind a variable to. Systems like @LittleBimble & @egrefen’s do that. [continues]

          1 reply 1 retweet 7 likes
        2. Gary Marcus‏ @GaryMarcus 8 Dec 2018
          • Report Tweet
          Replying to @GaryMarcus @ylecun and

          And such systems (see also @_rockt, https://arxiv.org/pdf/1511.06279.pdf … etc) include what I think is essential: operations over those variables. That’s what I am fighting for, as explained in recent Medium post. You seem to exclude that.

          1 reply 0 retweets 7 likes
        3. 2 more replies

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