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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 14 Nov 2020

      The territory, the map, and the cartographer each belong in entirely different categories. Yet, we tend to confuse them with each other The thing, the abstraction that captures an actionable aspect of the thing, and the intelligence that is capable of generating new abstractions

      5 replies 37 retweets 187 likes
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    2. François Chollet‏Verified account @fchollet 14 Nov 2020

      In particular, don't confuse a model and the ability to produce new models. Humans excel at operationalizing the abstractions they invent into highly effective machines, but so far our machines have close to zero ability to generate abstractions of their own

      3 replies 5 retweets 62 likes
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    3. François Chollet‏Verified account @fchollet 14 Nov 2020

      A road takes you from A to B, but a road-building company takes you from anywhere to anywhere else. An operationalized abstraction solves the task for which it was designed, but intelligence -- the ability to produce abstractions -- can solve arbitrary tasks

      1 reply 3 retweets 48 likes
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      François Chollet‏Verified account @fchollet 14 Nov 2020

      The difference is akin to the gap between drawing cartoon characters and creating new lifeforms

      8:56 PM - 14 Nov 2020
      • 2 Retweets
      • 26 Likes
      • Sarah Avraham Felix Goldberg 🟠 Stephen Adofo Kissi (T'Challa) jtb(x) Max Khanov Ajinkya Kolhe Sujit Pal 🦋TranceEndDance🕌🕉️☪️☸️🔯✝️🗽 sPapa
      1 reply 2 retweets 26 likes
        1. Itay‏ @TheRandomMtrix 14 Nov 2020
          Replying to @fchollet

          Eric Cartman is realpic.twitter.com/oJu32zrxqm

          0 replies 0 retweets 0 likes
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