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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 3 Oct 2017

    AI success largely consists of first narrowing down a problem until everything is well-controlled, then brute-forcing/hard-coding a solution

    2:53 PM - 3 Oct 2017
    • 65 Retweets
    • 206 Likes
    • David Stark Jyoti ehud baumatz Ro Harshavardhan Unnibhavi Davy Jimoh Ovbiagele rrddrr2 Donald Gary
    11 replies 65 retweets 206 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 3 Oct 2017

        Meanwhile, the defining characteristic of natural intelligence is its adaptability, its extreme generalization power

        1 reply 13 retweets 46 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 3 Oct 2017

        If you give a strong human LoL player a brand new character, they will be able to perform at an excellent level upon their very first game

        4 replies 9 retweets 24 likes
        Show this thread
      4. François Chollet‏Verified account @fchollet 3 Oct 2017

        This, in my opinion, is a much better test of intelligence (generalization) than the ability to win the most games in a controlled setting

        3 replies 10 retweets 56 likes
        Show this thread
      5. End of conversation
      1. Yves Bergquist‏ @punkstrategy 3 Oct 2017
        Replying to @fchollet

        You still really, really need to check http://OpenCog.org 

        0 replies 0 retweets 0 likes
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      1. Max‏ @symplectic2025 3 Oct 2017
        Replying to @fchollet

        One caveat though. Today's deep learning AI fits that mold. But the much maligned Symbolic AI of 80s tried to solve big problems and failed.

        0 replies 0 retweets 0 likes
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      1. Cesare Montresor‏ @CesareMontresor 3 Oct 2017
        Replying to @fchollet

        Yeah, that's the definition of coding, really

        0 replies 0 retweets 0 likes
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      1. Flex‏ @FlexDW 4 Oct 2017
        Replying to @fchollet

        'Brute-forcing' seems unfair. What is the difference from humans listening and speaking for 2-3 years? We call it learning.

        0 replies 0 retweets 0 likes
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      1. New conversation
      2. _krisjack‏ @_krisjack 4 Oct 2017
        Replying to @fchollet

        'AI success' is an overloaded term? Success in industry may be to create user value != success in academia to pass Turing test?

        1 reply 0 retweets 0 likes
      3. _krisjack‏ @_krisjack 4 Oct 2017
        Replying to @_krisjack @fchollet

        I say this because I don't want to detract from the great work in all but the General AI context, but to learn from and celebrate them.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. 𝒶𝓁𝓌𝒶𝓎𝓈 🄵🅁🄴🅂🄷‏ @rhyolight 4 Oct 2017
        Replying to @fchollet

        Certainly not how we should do it. Not how we do it at @Numenta.https://youtu.be/-h-cz7yY-G8 

        0 replies 0 retweets 2 likes
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