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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 28 May 2016

      When will an AI discover an important new result in Mathematics for the first time?

      7 replies 8 retweets 11 likes
    2. Hal Daumé III‏ @haldaume3 28 May 2016
      Replying to @fchollet

      has already happened. (computer assisted proofs.)

      1 reply 0 retweets 0 likes
    3. François Chollet‏Verified account @fchollet 28 May 2016
      Replying to @haldaume3

      "important new result". It hasn't yet happen, and we aren't anywhere close.

      5 replies 0 retweets 0 likes
    4. Hal Daumé III‏ @haldaume3 28 May 2016
      Replying to @fchollet

      eg which of these is not important and new:https://en.wikipedia.org/wiki/Computer-assisted_proof#List_of_theorems_proved_with_the_help_of_computer_programs …

      2 replies 0 retweets 2 likes
    5. François Chollet‏Verified account @fchollet 28 May 2016
      Replying to @haldaume3

      theorem-proving != result discovery. Also these are done with a lot of (crucial) human help. Autonomous TP is crap right now.

      1 reply 1 retweet 2 likes
    6. François Chollet‏Verified account @fchollet 28 May 2016
      Replying to @fchollet @haldaume3

      Autonomous TP as in, feed in axioms, a theorem, and let the prover run. Only very basic results can be proven that way.

      2 replies 0 retweets 3 likes
    7. Hal Daumé III‏ @haldaume3 28 May 2016
      Replying to @fchollet

      side question: does the computer need to come up with the theorem statement too?

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 28 May 2016
      Replying to @haldaume3

      that would be part of result discovery, yes.

      1:47 PM - 28 May 2016
      1 reply 0 retweets 0 likes
        1. Hal Daumé III‏ @haldaume3 28 May 2016
          Replying to @fchollet

          I think that's going to be really hard to evaluate (importance of theorem statement is *soooo* subjective)

          0 replies 0 retweets 0 likes
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