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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 8 Feb 2020

      Which is truer: A) Species with brains rarely become smarter over time, because their cognition is already optimized with regard to their body, senses, and environment: they wouldn't clearly benefit from a smarter brain (with higher resource consumption) (continued)

      21 replies 33 retweets 183 likes
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    2. François Chollet‏Verified account @fchollet 8 Feb 2020

      B) There are inherent, near-universal evolutionary advantages in being smarter, and as such, most species with a complex brain are becoming smarter over time. Also curious whether there's any evidence that wolves or giraffes or eagles are smarter today than 10M years ago...

      15 replies 16 retweets 87 likes
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      François Chollet‏Verified account @fchollet 8 Feb 2020

      I believe it's mostly A, and as such, intelligence increases happen under environmental change and require co-evolution of brain, body, and social structures. Many evolutionary coincidences were required to create the conditions for the development of human intelligence

      5:10 AM - 8 Feb 2020
      • 15 Retweets
      • 145 Likes
      • shailendra sharma bourbakis Benjamin Strong Justice Plange Sofia Aleinikova Leandro Gabriel Casas WeiChing Lin Burcu Pedro F da Costa 🍍
      25 replies 15 retweets 145 likes
        1. Alex‏ @AlexReustle 8 Feb 2020
          Replying to @fchollet

          https://en.m.wikipedia.org/wiki/Red_Queen_hypothesis …

          0 replies 0 retweets 0 likes
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        2. Raffaele Abate‏ @kairosdojo 8 Feb 2020
          Replying to @fchollet

          Most likely B, imho. We (we all, including cockroaches) live in constant competition with our own and wrt other species to exploit the limited resources of our environment. A few more W/day of consumption required by a new layer of cortex can make a (worthy) difference.

          1 reply 0 retweets 2 likes
        3. Raffaele Abate‏ @kairosdojo 8 Feb 2020
          Replying to @kairosdojo @fchollet

          On the other hand, in an universe with unlimited resources (and, why not, without "passions") -such as the virtual environments we build for ML models- intelligence is most likely an useless feature and "beings" can just survive without it.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Jenka‏ @babiejenks 8 Feb 2020
          Replying to @fchollet

          The really interesting question is that since brain size is constrained by the birth canal (why humans are born with such underdeveloped brains relative to other species) what does it mean for evolution that so many babies are now born via c section.

          0 replies 0 retweets 4 likes
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        1. Tundra‏ @tundraglitch 8 Feb 2020
          Replying to @fchollet

          Quoting Darwin "“It is not the strongest or the most intelligent who will survive but those who can best manage change." Maybe when enviromental changes happen in a short lapse of time, it is favoured the survival of those who can change their behavior rather than their biology

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        1. Ivan Barajas Vargas‏ @ibarajasvargas 8 Feb 2020
          Replying to @fchollet

          I guess...If 'time' is long term natural selection would 'pick' the brains that work for the changes in the environment, if 'time' is short term the difference may be negligible which may be A 🤔

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        1. François REMY‏ @FremyCompany 8 Feb 2020
          Replying to @fchollet

          Species get smarter because the world changes and adapting to it requires new ways of thinking. Humans probably don't though, because everyone survives, and being smarter is correlated with having fewer children; we don't apply standard evolution theory these days.

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        1. Flip‏ @zen_flip 8 Feb 2020
          Replying to @fchollet

          So then it is possible that we may be getting less intelligent? Whatever intelligence is :) Fun thought to have in the morning...

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        1. Marcos Pereira‏ @voxelbased 8 Feb 2020
          Replying to @fchollet

          Imagine each species is a local Maxima. Mammals are all climbing the same mountain range. Apes are all climbing the same mountain. And maybe we just happen to be climbing the tallest mountain around

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        2. Dufour Rémi‏ @DufourRmi2 10 Feb 2020
          Replying to @arnauddsm @fchollet

          Where are those studies ?

          0 replies 0 retweets 0 likes
        3. End of conversation

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