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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 12 May 2016

      François Chollet Retweeted Numenta  🧠

      Twist: what if intelligence was actually the ability to *set* behavior goals, not just achieve pre-set goals?https://twitter.com/Numenta/status/730950722959740928 …

      François Chollet added,

      Numenta  🧠 @Numenta
      What's Intelligence? pic.twitter.com/JDyVRJ8cII
      4 replies 3 retweets 21 likes
    2. François Chollet‏Verified account @fchollet 12 May 2016
      Replying to @fchollet

      I think long-term planning and goal-setting are fundamental problems in AI, that almost nobody is trying to solve.

      3 replies 11 retweets 26 likes
    3. François Chollet‏Verified account @fchollet 12 May 2016
      Replying to @fchollet

      According to some, the algo of intelligence is a LSTM, according to others it's HTM, etc. But short-term sequence prediction != intelligence

      2 replies 4 retweets 13 likes
      François Chollet‏Verified account @fchollet 12 May 2016

      Scaling up sequence prediction, or generally scaling up the ability to map a sensorimotor space & environment, doesn't give you intelligence

      11:01 PM - 12 May 2016
      • 3 Retweets
      • 5 Likes
      • Jovany Agathe WulfCry Drago Indjic/Инђић Bharath Ramsundar Shyamal Chandra (Founder and Freelancer) Gareth Seneque Pathmind
      3 replies 3 retweets 5 likes
        1. New conversation
        2. Vahid Kazemi‏ @VahidK 12 May 2016
          Replying to @fchollet

          I think we haven't yet discovered the building block of intelligence. ANN with GD is not it.

          1 reply 0 retweets 0 likes
        3. François Chollet‏Verified account @fchollet 12 May 2016
          Replying to @VahidK

          agreed. We are missing something essential --and we don't even know what we are missing.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. New conversation
        2. Rasmus Berg Palm‏ @rasmusbergpalm 17 May 2016
          Replying to @fchollet

          @deeplearning4j agreed, not on its own, but robust unsupervised learning is the foundation on which planning/etc will work.

          1 reply 0 retweets 0 likes
        3. Rasmus Berg Palm‏ @rasmusbergpalm 17 May 2016
          Replying to @rasmusbergpalm @fchollet @deeplearning4j

          in other words it's necessary but not sufficient

          0 replies 0 retweets 0 likes
        4. End of conversation

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