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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 Nov 5
      • Report Tweet

      Gary Marcus Retweeted Awais @ ICCV19

      not just an adversarial problem, it’s a foundational problem: GPT-2 produces quasi-coherence through statistical overlap, but doesn’t build a model of a discourse unfolding over time GPT not designed to do this But no genuine understanding comes without constructing such modelshttps://twitter.com/iawaisrauf/status/1191952355731881984 …

      Gary Marcus added,

      Awais @ ICCV19 @iawaisrauf
      Replying to @GaryMarcus
      Isn't it amazing that it was able to predict that there should be a number while completing a sentence involving summation? Bad at math, maybe? Don't you think it is just adversarial vulnerability (understanding gaps) which is a well-known issue in ML? pic.twitter.com/Yey9x4Kl5M
      6 replies 3 retweets 29 likes
    2. Gary Lupyan‏ @glupyan Nov 5
      • Report Tweet
      Replying to @GaryMarcus

      I am confused. Is someone claiming that by ingesting lots of language, one can learn everything a typical human knows? Surely our knowledge also comes from actually being in the world and doing stuff?

      4 replies 0 retweets 2 likes
      Gary Marcus‏ @GaryMarcus Nov 5
      • Report Tweet
      Replying to @glupyan

      if GPT-2 or BERT or T5 worked, people would be claiming exactly that.

      10:00 PM - 5 Nov 2019
      • 1 Retweet
      • 4 Likes
      • Brad Wyble William Tunstall-Pedoe Burak Babacan Awais @ ICCV19
      2 replies 1 retweet 4 likes
        1. New conversation
        2. Gary Lupyan‏ @glupyan Nov 5
          • Report Tweet
          Replying to @GaryMarcus

          I suppose they would... But what reason is there to think that such a system should work? Has there been any *human* who has developed intelligence while being trained in a similar manner to these algorithms?

          1 reply 0 retweets 3 likes
        3. 1 more reply
        1. Burak Babacan‏ @DiveraAI Nov 5
          • Report Tweet
          Replying to @GaryMarcus @glupyan

          Hope you can shed some light on this question Gary : certain knowledge of the world has no symbolic prior than the experience itself. Eg. Embodied experience of Body-environment interaction. Question: how far can we go with datasets to make machines acquire such knowledge?

          0 replies 0 retweets 0 likes
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