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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. Blake Richards‏ @tyrell_turing 3 Jun 2018
      • Report Tweet

      Blake Richards Retweeted Gary Marcus

      You may not be trying, but that doesn’t mean that’s not a potential outcome. GOFAI died for a reason, dude...https://twitter.com/garymarcus/status/1003281087974531072 …

      Blake Richards added,

      Gary Marcus @GaryMarcus
      I am NOT trying to hasten another AI winter; I want the field to stave one off, by reducing hype, & considering new models that incorporate symbol-manipulation and innateness (often too quickly dismissed). I want to more AI, not less, but I also want it to be robust. https://twitter.com/symplectic2025/status/1003207615915028480 …
      2 replies 2 retweets 2 likes
    2. Gary Marcus‏ @GaryMarcus 3 Jun 2018
      • Report Tweet
      Replying to @tyrell_turing

      of course it could die; if we maintain the current ratio of hype to genuine innovation, without achieving robustness, it will.

      1 reply 1 retweet 13 likes
    3. Blake Richards‏ @tyrell_turing 3 Jun 2018
      • Report Tweet
      Replying to @GaryMarcus

      1/ It’s not about “hype”, or “genuine innovation”, that’s pretty meaningless word play. The Q is whether abandoning NNs in favour of innate symbol proc systems is a good idea for anyone to pursue.

      2 replies 0 retweets 4 likes
    4. Blake Richards‏ @tyrell_turing 3 Jun 2018
      • Report Tweet
      Replying to @tyrell_turing @GaryMarcus

      2/ I don’t think innate symbol proc is a good path for anyone to go down. Why? Because of what I’ve learned about natural intelligence in real brains.

      1 reply 0 retweets 3 likes
    5. Blake Richards‏ @tyrell_turing 3 Jun 2018
      • Report Tweet
      Replying to @tyrell_turing @GaryMarcus

      3/ There are innate priors in the brain’s architecture, but everything is plastic. I spent my PhD sculpting receptive field in the midbrain visual systems of *frogs*. All species’ brains are adaptable by experience.

      1 reply 1 retweet 10 likes
    6. Blake Richards‏ @tyrell_turing 3 Jun 2018
      • Report Tweet
      Replying to @tyrell_turing @GaryMarcus

      4/ Plus, ppl can’t do symbol proc innately. We *learn* to do symbol proc. And it’s difficult for us. Language isn’t a counterexample - ppl struggle with many sentences that are technically grammatical. Chompskian UG never accounted for real human data well.

      4 replies 1 retweet 11 likes
    7. Nimish Shah‏ @nimish15shah 4 Jun 2018
      • Report Tweet
      Replying to @tyrell_turing @GaryMarcus

      1/ Symbol proc may be difficult for humans. But we are the only species that has the capability to do so. Doesn't it indicate that symbol proc has to do something with humal-level intelligence.

      1 reply 0 retweets 1 like
      Gary Marcus‏ @GaryMarcus 4 Jun 2018
      • Report Tweet
      Replying to @nimish15shah @tyrell_turing

      actually lots of evidence for symbol manipulation in other species, I reviewed some n Algebraic Mind, but humans are best at acquiring new rules in new domains

      4:13 AM - 4 Jun 2018
      • 2 Likes
      • pinotsislab Blake Richards
      1 reply 0 retweets 2 likes
        1. Blake Richards‏ @tyrell_turing 4 Jun 2018
          • Report Tweet
          Replying to @GaryMarcus @nimish15shah

          Yeah, I’m totally willing to buy that some other species can do symbol processing (non-human animals can be really smart!). But, as you will have guessed, my bet would be that that is because they too have the general purpose learning algorithms that we do. Time will tell... 🙂

          0 replies 0 retweets 1 like
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