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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 13 Aug 2020

      There's nothing obvious about civilization. Under slightly different conditions, it could have never arised, or could have gotten stuck into a perpetual local minimum until extinction (e.g. no agriculture & cities, or no writing, or no ironworking...)

      14 replies 25 retweets 246 likes
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    2. François Chollet‏Verified account @fchollet 13 Aug 2020

      Think about humanity in the early Neolithic -- thousands of different cultures minding their own business in their own corner of the world. Remarkably, each seminal technology (e.g. agriculture, writing, copper) was only invented independently at most 2-3 times, often just once

      6 replies 7 retweets 101 likes
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      François Chollet‏Verified account @fchollet 13 Aug 2020

      These technologies are very much non obvious. And they tend to all depend on each other. It could easily have turned out very differently. There is nothing inevitable or deterministic about technological progress, independently of human cognitive abilities.

      9:40 PM - 13 Aug 2020
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      • Eric Alcaide Vas Mylko 👑🩸ZombieVampGothDaddySenpai🔥styleJustsu.💦 Ali Sohani Gordon Brander Markus Fix tacken nkhensani benarous farouk
      5 replies 7 retweets 111 likes
        1. Ronen Vengosh‏ @rvengosh 13 Aug 2020
          Replying to @fchollet

          I think technology and civilization - like organisms - are subject to the laws of mutation and natural selection. Technologies only need to be invented once and then propagate, mutate, and become more complex over time through these mechanics.

          0 replies 0 retweets 1 like
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        1. Element‏ @blinded_seer 14 Aug 2020
          Replying to @fchollet

          yeah but if they werent invented at that time, they might have been invented again 10000 times into the future. not hard to think about bringing animals close to ur house so you dont have to hunt them for ex. and voila you have farming, this could have been invented over and over

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        2. Gabriel Edde‏ @edde_gabriel 14 Aug 2020
          Replying to @fchollet

          Even on a long enough time scale?

          1 reply 0 retweets 0 likes
        3. Deen Kun A.‏ @sir_deenicus 14 Aug 2020
          Replying to @edde_gabriel @fchollet

          Possibly, depending on ease of acquiring sustaining resources balanced against population growth. Modulating the key factors of population size and density. I think it's serious enough that I can't dismiss it as a candidate for a Great Filter.

          1 reply 0 retweets 0 likes
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        1. Vivek Jayaram‏ @vivjay30 14 Aug 2020
          Replying to @fchollet

          True, but in a world where farming/industry isn’t discovered, most people wouldn’t exist to experience it. I find it kind of inevitable, or statistically likely, that we exist in a world where civilization enables high population.

          0 replies 0 retweets 0 likes
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