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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 12 Jul 2018

      François Chollet Retweeted François Chollet

      Why do empires fall? A list of recurring patterns. 1) The Game Has Changed -- external macro changes (technological, ecological, economic...) weaken the foundations the empire was built on. E.g. discovery of the Americas and the Cape Route for the Republic of Venice.https://twitter.com/fchollet/status/1016147860063248384 …

      François Chollet added,

      François CholletVerified account @fchollet
      This is possibly the most important thing to learn from human history: progress does not move in one direction. Great civilizations take a while to get started, then follow a few centuries of fast technological development, then enter a plateau, then fall. https://twitter.com/fchollet/status/1014474194136989696 …
      Show this thread
      4 replies 25 retweets 106 likes
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    2. Maciek‏ @MaciekLaskus 12 Jul 2018
      Replying to @fchollet

      It can be abstracted to scaling vs. adaptation. In order to build an empire, one needs to establish a hierarchical network. It scales. The better it gets at scaling, the worse it becomes at adaptation. When externalities change that’s a costly trade off.

      2 replies 1 retweet 12 likes
      François Chollet‏Verified account @fchollet 12 Jul 2018
      Replying to @MaciekLaskus

      I think an interesting lesson of history is that the causes are not purely systemic, there is a significant human component, as well as lots of pure randomness

      5:37 AM - 12 Jul 2018
      • 6 Likes
      • Annika Poutiainen🇪🇺 Sumedh Gupte novi radni ambijenti Vishal Chandra 👻 Onur Ozyurt francisco perez
      1 reply 0 retweets 6 likes
        1. Maciek‏ @MaciekLaskus 12 Jul 2018
          Replying to @fchollet

          That’s a fair point. However I’d argue that these can be accounted for in an abstract enough model.

          0 replies 0 retweets 0 likes
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