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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. Simon Chen‏ @simonbchen Oct 13
      • Report Tweet

      Simon Chen Retweeted Gary Marcus

      On that note, Rebooting AI should be required reading for any doctor or medical student interested in work on applying deep learning and AI to medicine. There are many troubling issues with deep learning alone, especially for medical applications where reliability is paramount.https://twitter.com/GaryMarcus/status/1183077024207818753 …

      Simon Chen added,

      Gary Marcus @GaryMarcus
      What really is at stake in current debates about deep learning & AI? A reply to #deeplearning pioneer Yoshua Bengio. https://link.medium.com/pFZy4GfpJ0 
      1 reply 12 retweets 33 likes
    2. This Tweet is unavailable.
    3. Simon Chen‏ @simonbchen Oct 13
      • Report Tweet
      Replying to @acganesh @GaryMarcus

      One of the problems is when an algorithm gives a wrong result. The fact that that happens unpredictably with deep learning is a huge problem. In medicine we don’t demand testing to be perfect because it’s impossible anyways—but we do expect that we can anticipate unreliability.

      2 replies 2 retweets 10 likes
    4. Leonid Boytsov‏ @srchvrs Oct 13
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      Replying to @simonbchen @GaryMarcus @acganesh

      Well, humans aren't reliable either. I don't think it's a good argument. But humans have a deeper and shallower processing modes. Humans can use additional tools and form committees that are much more powerful than single humans. Standard stat algorithms are always shallow.

      4 replies 0 retweets 5 likes
      Gary Marcus‏ @GaryMarcus Oct 13
      • Report Tweet
      Replying to @srchvrs @simonbchen @acganesh

      @EricTopol also might want to add to this thread

      9:05 AM - 13 Oct 2019
      0 replies 0 retweets 0 likes

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