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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 25 Dec 2020

      Given a supply of energy and a lot of time, random search (and a selection criterion) is enough for order to emerge out of chaos. If you're not in a hurry, you can solve any problem this way. No intelligence required.

      16 replies 33 retweets 314 likes
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      François Chollet‏Verified account @fchollet 25 Dec 2020

      That's likely how life originally emerged: random search over molecule combinations, producing increasingly complex molecules, amino acids, and proteins, until hitting the first assemblage that could spontaneously copy itself. Not unlike random-search powered program synthesis

      9:20 AM - 25 Dec 2020
      • 11 Retweets
      • 134 Likes
      • ً Agnes Jimmy Zdybel Andrea pouria m Amira ⑂ sajder bandit Rory Greig Brook Brian Dean
      7 replies 11 retweets 134 likes
        1. François Chollet‏Verified account @fchollet 25 Dec 2020

          The history of life has been a lengthy upgrade from random search to genetic search. The next upgrade is intelligent design: humans (and their AI assistants) designing what's next

          9 replies 18 retweets 144 likes
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        1. Joji Teira @41636‏ @joji_teira 25 Dec 2020
          Replying to @fchollet

          This is how I invented the omelette

          0 replies 0 retweets 0 likes
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        1. Quentin Hardy‏Verified account @qhardy 25 Dec 2020
          Replying to @fchollet

          On the way to entropy, the universe seems to like increasing amounts of interconnection and complexity. Life could be a high-order subset of that phenomenon.

          0 replies 0 retweets 3 likes
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        1. Fred‏ @newplatonism 25 Dec 2020
          Replying to @fchollet

          It is very tempting to think that way, but I disagree. I know a few others who might, like late Freeman Dyson.

          0 replies 0 retweets 1 like
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        1. Il Diffidente‏ @DiffidenteIl 25 Dec 2020
          Replying to @fchollet

          Then the question becomes: can we quantify the probability of such event to have occurred?

          0 replies 0 retweets 0 likes
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        1. D.P‏ @vo_d_p 25 Dec 2020
          Replying to @fchollet

          except that life was not "searched", it just happened

          0 replies 0 retweets 0 likes
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        1. Madhu Shashanka‏ @ShashankaMadhu 25 Dec 2020
          Replying to @fchollet

          Madhu Shashanka Retweeted Quanta Magazine

          Came across this excellent article recently about the work of Tibor Ganti. These are the kinds of ideas we should be teaching kids as examples of inductive thinkinghttps://twitter.com/QuantaMagazine/status/1339684853160292354 …

          Madhu Shashanka added,

          Quanta MagazineVerified account @QuantaMagazine
          What makes a cell alive? An idea gathering more attention came from Tibor Gánti, a little-known Hungarian biologist who suggested the criteria include a boundary, metabolism and reproduction, as @m_c_marshall writes for @NatGeo. https://www.nationalgeographic.com/science/2020/12/he-may-have-found-the-key-to-origins-of-life-tibor-ganti-chemoton/ …
          Show this thread
          0 replies 0 retweets 1 like
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