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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
      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

      9:59 AM - 16 Jan 2021
      • 1 Retweet
      • 53 Likes
      • Dhruv amine jait EmreOzan Nana J. Preiser-Kapeller Juan Carlos Pujol Mainegra Adam cleanpegasus.eth Puneet 🎇
      6 replies 1 retweet 53 likes
        1. New conversation
        2. 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
        3. 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
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        4. François Chollet‏Verified account @fchollet Jan 16

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

          2 replies 3 retweets 56 likes
          Show this thread
        5. End of conversation
        1. 𒇷 𒁯𒅗‏ @Lee__Drake Jan 16
          Replying to @fchollet

          The phrasing of “civilization collapse” masks the real phenomena. Things go wrong and break all the time. What makes collapse different is that people don’t rebuild afterward.

          0 replies 0 retweets 2 likes
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        2. Blockchain Ghost  🦋 🔑‏ @blockchainghost Jan 16
          Replying to @fchollet

          400 years? You have an idea what would happen in 400 years from now? About 400 years ago Blaise Pascal invented the adding machine. Your field, A.I. exists, under this term for 56 years. Your Google was established 23 years ago. You're confident talking about 400 years from now?

          2 replies 0 retweets 1 like
        3. Show replies
        1. New conversation
        2. joao‏ @_joaogui1 Jan 16
          Replying to @fchollet

          Any specific reason for the optimism regarding global warming?

          1 reply 0 retweets 0 likes
        3. Show replies
        1. New conversation
        2. Baka Karasu 烏‏ @BakaKarasu Jan 16
          Replying to @fchollet

          "Pretty rough patches" Ha! Good one! Climate change reduces carrying capacity, which is something less than 4 billion humans (assuming even a whisper of the natural world). We're nearing 8B. Overshoot never ends well.pic.twitter.com/w3adcIALDU

          1 reply 0 retweets 0 likes
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