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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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    1. François Chollet‏Verified account @fchollet 27 Oct 2017

      Most of our intelligence doesn't reside in our brain, it is externalized as our civilization, our culture. A standalone human is just an ape

      75 replies 772 retweets 2,094 likes
    2. Girish‏ @bookwormengr 27 Oct 2017
      Replying to @fchollet

      I think you meant to say knowledge.

      1 reply 1 retweet 20 likes
    3. Matt‏ @mattsiegel 27 Oct 2017
      Replying to @bookwormengr @fchollet

      you'd be surprised how much intelligence resides in processes and systems

      2 replies 1 retweet 21 likes
    4. Girish‏ @bookwormengr 27 Oct 2017
      Replying to @mattsiegel @fchollet

      I know we copy lot of behaviour & pickup lot of assumptions. Also systems incorporate lot of knowledge. But it still knowledge.

      1 reply 0 retweets 6 likes
    5. Matt‏ @mattsiegel 27 Oct 2017
      Replying to @bookwormengr @fchollet

      processes and systems are machines. they manipulate objects, make decisions, etc. they are intelligent.

      1 reply 0 retweets 5 likes
      François Chollet‏Verified account @fchollet 27 Oct 2017
      Replying to @mattsiegel @bookwormengr

      And there is no such thing as intelligence outside of the external systems where it expresses itself. Intelligence is 100% contextual.

      10:44 PM - 27 Oct 2017
      • 8 Retweets
      • 35 Likes
      • Stephen Adofo Kissi (T'Challa) Pramod Nair 🚴‍♂️🏃🏋️ 🧘🏻‍♂️🛌🖥📚✍️ Olga Kairova firms.eth Anshuman Pandey Nikos Karalias Chris Ward 🥴 Trisweb 🕸 Harward
      9 replies 8 retweets 35 likes
        1. New conversation
        2. Matt‏ @mattsiegel 27 Oct 2017
          Replying to @fchollet @bookwormengr

          then the "generality" of any intelligence is really a gauge of structural similarities between (particular) different contexts 🤔

          1 reply 0 retweets 4 likes
        3. Christian Kaiser‏ @chrisk0 28 Oct 2017
          Replying to @mattsiegel @fchollet @bookwormengr

          Intelligence is the ability to “find a way”. Culture serves to simplify the landscape and make it more predictable.

          2 replies 2 retweets 13 likes
        4. Show replies
        1. Hello Grandma  😃  💙  💚  ❤️  🌎‏ @intrinsic_motiv 28 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          Makes sense - in RL strategies are tailored to environments - as far as I know transfer learning is in RL is very difficult? e.g. Pathnet

          0 replies 0 retweets 0 likes
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        1. Hello Grandma  😃  💙  💚  ❤️  🌎‏ @intrinsic_motiv 28 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          Strategies to satisfy the bases layers Maslows triangle should be invariant/transferable across socio-economic environments/cultures

          0 replies 0 retweets 0 likes
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        1. New conversation
        2. Filip Piekniewski‏ @filippie509 28 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          And it should be added that the context is physics, not finite logic system of game (whether that be go/chess or atari).

          1 reply 0 retweets 1 like
        3. Matt‏ @mattsiegel 28 Oct 2017
          Replying to @filippie509 @fchollet @bookwormengr

          if one subscribes to Integrated Information Theory, reality has distinct contexts at many scales, with totally different causal structures

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Boltzmann Brain Think Tank‏ @PLT_cheater 29 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          That depends on whether you believe the holographic principle applies to the system and to what extent. Memory is then a hologram of society

          0 replies 1 retweet 1 like
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        1. John Kubie‏ @JohnKubie 29 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          Context: agree completely. This is what the hippocampus does (and striatum doesn’t do).

          0 replies 0 retweets 1 like
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        1. John Kubie‏ @JohnKubie 29 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          Context permits the representation of unseen goals. Vicarious strategies to get there.

          0 replies 0 retweets 1 like
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        1. Joseph P. Garofalo‏ @JosephPGarofalo 29 Oct 2017
          Replying to @fchollet @mattsiegel @bookwormengr

          https://integrallife.com/four-quadrants/ 

          0 replies 0 retweets 0 likes
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