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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 26 Sep 2018
      • Report Tweet

      Deep learning is having a rough year. Here’s the Fail of the Week. Can you see a person in this image? A TV? Neither can I. From https://arxiv.org/abs/1809.05966 .pic.twitter.com/iwywaTjOpq

      17 replies 29 retweets 82 likes
    2. jahendler‏ @jahendler 26 Sep 2018
      • Report Tweet
      Replying to @GaryMarcus

      as much as I generally agree w/you, if you look closely you can see what might be a person reflection where it says person (but it’s vague) & TV isn’t a horrible fail… there’s enough DLs to critique with really bad errors- maybe go easy on the “silly, but plausible"

      3 replies 0 retweets 3 likes
    3. Dan Brickley‏ @danbri 26 Sep 2018
      • Report Tweet
      Replying to @jahendler @GaryMarcus

      with "superhuman" abilities come superhuman mistakes?

      1 reply 1 retweet 3 likes
    4. Thomas G. Dietterich‏ @tdietterich 26 Sep 2018
      • Report Tweet
      Replying to @danbri @jahendler @GaryMarcus

      It is possible that this is not a mistake. Suppose there is a sculpture to the right of the image frame that is being reflected. This could give us this image. [A bit implausible, I admit, because the sculpture would need to be upside down.]

      1 reply 2 retweets 1 like
    5. Gary Marcus‏ @GaryMarcus 26 Sep 2018
      • Report Tweet
      Replying to @tdietterich @danbri @jahendler

      That’s the kind of reasoning deep learning can’t do, but AI needs to do

      2 replies 0 retweets 5 likes
    6. jahendler‏ @jahendler 26 Sep 2018
      • Report Tweet
      Replying to @GaryMarcus @tdietterich @danbri

      I couldn’t agree more - it’s that “symbolic” stuff that makes us human and the machines are no where near it (and no other naturally evolved system has come close - so worth guessing it is hard to do)

      2 replies 0 retweets 3 likes
    7. Dan Brickley‏ @danbri 26 Sep 2018
      • Report Tweet
      Replying to @jahendler @GaryMarcus @tdietterich

      People are do impatient to get computers to the pinnacle of explicit human reasoning, I'd be happy with the ML/AI community spending a few years going at animal-level smarts first...

      2 replies 0 retweets 1 like
      Gary Marcus‏ @GaryMarcus 26 Sep 2018
      • Report Tweet
      Replying to @danbri @jahendler @tdietterich

      you think a dog would get confused in that image?

      5:57 PM - 26 Sep 2018
      2 replies 0 retweets 0 likes
        1. Dan Brickley‏ @danbri 26 Sep 2018
          • Report Tweet
          Replying to @GaryMarcus @jahendler @tdietterich

          I think we spend way too much time worrying about mappings from pixels to category codes

          0 replies 0 retweets 0 likes
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