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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 Jan 15

      2020 was definitely a step backwards. If you're wondering how great civilizations can end up collapsing: they just have many 2020s in a row over several decades, with exponentially compounding cascade effects at each new development.

      20 replies 78 retweets 668 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet Jan 15

      Factors of decline are multiplicative. E.g. cultural & educational deterioration leads to an incompetent government. An incompetent government makes a pandemic much worse. A bad pandemic accelerates institutional decline

      12 replies 21 retweets 294 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet Jan 16

      For the record, I don't think civilization will collapse in the near future (within the next 400 years). Not even as a consequence of catastrophic climate change over the next two centuries. But we will go through some pretty rough patches

      6 replies 1 retweet 53 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet Jan 16

      Our particular civilization, as a system, features significant structural risk factors that could enable collapse, but it also has important collapse-preventing characteristics. I think the latter factors will win out

      7 replies 2 retweets 43 likes
      Show this thread
    5. François Chollet‏Verified account @fchollet Jan 16

      Hardships and setbacks can be catalysts of progress -- progress doesn't happen without challenges. Decline happens when we lose the ability to respond to challenges. Collapse happens when decline accelerates past a point of no return

      3 replies 10 retweets 62 likes
      Show this thread
      François Chollet‏Verified account @fchollet Jan 16

      I think the coming hardships are more likely to become catalysts of progress than triggers of collapse

      12:04 PM - 16 Jan 2021
      • 3 Retweets
      • 56 Likes
      • @goth600 Zanion JJ Rohan Suresh 🌎 at any time and from time to time amine jait Nana Ayoub Ajarra Azhagu Nagappan
      2 replies 3 retweets 56 likes
        1. New conversation
        2. 本记明‏ @ulyssecolonna Jan 16
          Replying to @fchollet

          I strongly recommend this book from the late great Ronnie Ellenblaum. And also @Byzanzforscher replies and criticism.https://books.google.fr/books/about/The_Collapse_of_the_Eastern_Mediterranea.html?id=V42h5LacG8gC&printsec=frontcover&source=kp_read_button&redir_esc=y …

          1 reply 0 retweets 1 like
        3. J. Preiser-Kapeller‏ @Byzanzforscher Jan 16
          Replying to @ulyssecolonna @fchollet

          There will also be some ideas on this in my two forthcoming volumes on #climate, #pandemics and the transformation of the old world in #antiquity and #middleages; a first glimpse provides the booktrailer:https://youtu.be/mg15pkgNxnA 

          0 replies 0 retweets 0 likes
        4. End of conversation

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