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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 17 Jun 2017

      François Chollet Retweeted François Chollet

      A major missing piece for AGI, is humans' ability to set their own goals and reward functions. E.g. feeling rewarded for winning a "game"https://twitter.com/fchollet/status/876227262437179392 …

      François Chollet added,

      François CholletVerified account @fchollet
      Once we solve AutoML, the automated creation of machine learning pipelines, we can move on to focus on the art of loss function engineering
      7 replies 18 retweets 76 likes
    2. François Chollet‏Verified account @fchollet 17 Jun 2017
      Replying to @fchollet

      It's quite interesting that we can unilaterally decide to pursue certain artificial goals, and feel physically gratified when we reach them

      1 reply 1 retweet 12 likes
    3. François Chollet‏Verified account @fchollet 17 Jun 2017
      Replying to @fchollet

      In effect, we have the power to completely hack our own reward system, down to the ability to override e.g. pain avoidance

      2 replies 2 retweets 14 likes
    4. François Chollet‏Verified account @fchollet 17 Jun 2017
      Replying to @fchollet

      In that sense, "general intelligence" is not just the ability to find optimal solutions to externally-provided problems (making paperclips)

      2 replies 6 retweets 13 likes
    5. François Chollet‏Verified account @fchollet 17 Jun 2017
      Replying to @fchollet

      It is also the ability to figure out what goals you should pursue. Which in turn guides the development of your own intelligence

      11 replies 9 retweets 24 likes
    6. Miles Brundage‏ @Miles_Brundage 17 Jun 2017
      Replying to @fchollet

      agree for cases where it can increase intelligence/achievement, but more broadly, goal creation as intelligence seems problematic-

      2 replies 0 retweets 1 like
    7. Miles Brundage‏ @Miles_Brundage 17 Jun 2017
      Replying to @Miles_Brundage @fchollet

      seems like more of a wisdom thing in the general case, bordering on ethics in some cases, than intelligence per se, no?

      1 reply 0 retweets 2 likes
    8. Miles Brundage‏ @Miles_Brundage 17 Jun 2017
      Replying to @Miles_Brundage @fchollet

      certainly a big part of being human, whether or not it fits under intelligence banner

      2 replies 0 retweets 2 likes
      François Chollet‏Verified account @fchollet 17 Jun 2017
      Replying to @Miles_Brundage

      It does, much like, say, intrinsic motivation for reinforcement learning, or hierarchical sub-goal generation for curriculum learning

      7:02 PM - 17 Jun 2017
      1 reply 0 retweets 0 likes
        1. New conversation
        1. Miles Brundage‏ @Miles_Brundage 17 Jun 2017
          Replying to @fchollet

          what's your definition of intelligence?

          3 replies 0 retweets 3 likes
        2. Miles Brundage‏ @Miles_Brundage 17 Jun 2017
          Replying to @Miles_Brundage @fchollet

          if any

          1 reply 0 retweets 0 likes
        3. Show replies

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