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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 23 Apr 2019

    François Chollet Retweeted Vahid Kazemi

    Human morphology can climb Mount Everest and do Olympic ice-skating even though it was evolved for running in the savanna. That still doesn't mean it is a general locomotion system -- it is hyperspecialized.https://twitter.com/VahidK/status/1120871299507560448 …

    François Chollet added,

    Vahid Kazemi @VahidK
    Replying to @fchollet
    I’m not sure if I agree. How do you explain humans developing general relativity theory and quantum mechanics with a brain optimized for a completely different task. Can you even get more general than that?
    8:38 PM - 23 Apr 2019
    • 15 Retweets
    • 52 Likes
    • ChilyVily John ‘John Smith’ Smith Sam Kenyon Tristan Nguyen Upstart Sterling Crispin 🕊️ Michael Gagliano Petr Švarný Mathieu Drouet
    6 replies 15 retweets 52 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 23 Apr 2019

        However, it *was* selected for strong adaptability. As a result, it works in a far wider range of environments than the one it comes from.

        2 replies 0 retweets 8 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 23 Apr 2019

        Human cognition is the same: it was selected, in part, for adaptability & strong generalization. As such, despite its specialization, it achieves a *degree* of generality. It can solve an incredible range of problems.

        1 reply 0 retweets 10 likes
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      4. François Chollet‏Verified account @fchollet 23 Apr 2019

        This is still finite, and it still always ties back to the original purpose of the human mind -- to generate embodied behavior. That's the lens through which we process even the most abstract of problems.

        1 reply 3 retweets 19 likes
        Show this thread
      5. François Chollet‏Verified account @fchollet 23 Apr 2019

        Importantly, you should note that humans as a collective, over time -- civilization -- implement a problem-solvimg system capable of a far greater level of generality than an individual brain. This is still not general intelligence, though. It still ties back to the four Fs.

        3 replies 0 retweets 25 likes
        Show this thread
      6. End of conversation
      1. vakibs‏ @vakibs 23 Apr 2019
        Replying to @fchollet

        No, both our bodies and brains are one of the most adaptable of all species. This is also the reason for our evolutionary success. But for how long? We don’t know. We may go extinct because of our undue pride in our adaptability.

        0 replies 0 retweets 0 likes
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      1. Avg free time haver‏ @vic_svizcarra 23 Apr 2019
        Replying to @fchollet

        Hyper-adapted to its own environment and function (context).

        0 replies 0 retweets 0 likes
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      1. Bert Chan‏ @BertChakovsky 23 Apr 2019
        Replying to @fchollet

        Instead of hyperspecialized, we're more likely "multispecialized" in running, climbing (as apes), diving (during coastal migration) and tool use. That's why human appears to be generalized, but actually an ensemble of specialities.

        0 replies 0 retweets 1 like
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      1. New conversation
      2. Abdelkader Madoui‏ @crimsondamask13 23 Apr 2019
        Replying to @fchollet

        Also, there has been a strong selective pressure on humans to develop modularity within the brain. And It has been shown that a modular networked system adapts more easily because most of the rewiring is done within the modules.

        3 replies 0 retweets 1 like
      3. Abdelkader Madoui‏ @crimsondamask13 23 Apr 2019
        Replying to @crimsondamask13 @fchollet

        However, the utility of this modularity depends on the time scale of the required response. Given a longer enough time, a non-modular networked system will give a better solution to the problem.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Timothy Rue‏ @AbstractionPhys 24 Apr 2019
        Replying to @fchollet

        Climb? screw that, instead run -https://www.npr.org/sections/13.7/2017/06/21/533687947/the-man-who-ran-up-mount-everest-twice …

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