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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 19 Jan 2018

      Innovation is an accretion process, where long-term, large-scale macro trends matter more than individual contributions. A consequence of this is that technological revolutions are predictable shortly before they happen, if you're listening carefully.

      2 replies 25 retweets 112 likes
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      François Chollet‏Verified account @fchollet 19 Jan 2018

      An interesting characteristic of important breakthroughs is that multiple people and groups tend to be working on them at the same time, independently. They're effectively running the very last step of a collective problem-solving algorithm that was nearing completion.

      12:45 PM - 19 Jan 2018
      • 23 Retweets
      • 96 Likes
      • Ban Anusha Avyukt aaaikin Ogaday A.) Quail Dmitri Ali Loghmani M U H A M M E D mola667
      7 replies 23 retweets 96 likes
        1. Variable Resistor‏ @ResistorQT 19 Jan 2018
          Replying to @fchollet

          Sometimes true sometimes not. Definitely true related to quantum computing at the moment

          0 replies 0 retweets 0 likes
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        1. marcos‏ @frontiernomad 19 Jan 2018
          Replying to @fchollet

          i see it even within research teams (including at @xdotai), where various people will be close to arriving at the same solution or idea ...

          0 replies 0 retweets 0 likes
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        1. Adam Nelson‏ @varud 19 Jan 2018
          Replying to @fchollet

          Or it’s Jungian synchronicity

          0 replies 0 retweets 1 like
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        1. I switched my account to @JoeJustice‏ @JoeJustice0 19 Jan 2018
          Replying to @fchollet

          Here it comes. Get your blockchain, solar roof, and Ai training gym ready because change is not slowing down or consolidating.

          0 replies 0 retweets 0 likes
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        1. /home/ggdupont‏ @ggdupont 20 Jan 2018
          Replying to @fchollet

          I guess innovation is just an incremental process where everyone is building upon others. Current "acceleration" may just be the result of better access to the work of other.

          0 replies 0 retweets 0 likes
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        1. Bryan Bishop‏ @kanzure 20 Jan 2018
          Replying to @fchollet

          But it's independent contributions that make things happen, in the end. Can't wait for "law of accelerating returns" to build technology for you. Pretty sure I've seen you building tech!

          0 replies 0 retweets 0 likes
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        1. Kevin Hill‏ @CyborgTribe 20 Jan 2018
          Replying to @fchollet

          Meh. Lots of groups work on things that won't pan out too. I'm not quite hearing it yet.

          0 replies 0 retweets 0 likes
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