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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 Mar 20

      Quite a few people who got into deep learning in 2015-2016 were thinking at the time that human-level general intelligence was 5 years away. Anecdotally, it looks like around half of them still think it's 5 years away today

      53 replies 55 retweets 697 likes
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      François Chollet‏Verified account @fchollet Mar 20

      Personally I don't like to make such predictions myself, since it would require extrapolating from a series of past milestones, and at this time we have no milestones that point in the direction of general intelligence. It would be data-free extrapolation, i.e. making things up

      3:42 PM - 20 Mar 2021
      • 13 Retweets
      • 294 Likes
      • bepi sugaman Gaëtan Milad Aghajohari Tabac Mujtahid jiqihuman Andrew Pynch Timf34 Laurent Hiesse Prathwish Mestha
      14 replies 13 retweets 294 likes
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        2. investOr_impactOr  🔥 🔥 🔥‏ @_dirtyjesus_ Mar 20
          Replying to @sarah_cone @fchollet

          What about when bots say it ?

          0 replies 0 retweets 0 likes
        3. End of conversation
        1. Ethan Caballero‏ @ethancaballero Mar 20
          Replying to @fchollet

          There is good data to extrapolate from:https://www.lesswrong.com/posts/KrJfoZzpSDpnrv9va/draft-report-on-ai-timelines …

          0 replies 0 retweets 2 likes
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        1. Thomas Irenaeus‏ @peritutvivat Mar 20
          Replying to @fchollet

          There is no theory that actually addresses how this intelligence works hence the grasping at straws.

          0 replies 0 retweets 0 likes
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        1. Ariel Ekgren‏ @ArYoMo Mar 20
          Replying to @fchollet

          Assuming that there is an algorithm for human level intelligence we are just one hack away from the explosion. I agree that we don't see a clear path now. But we have the compressive power. Clip manages to capture big part of visual world and language in 2 small transformers.

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        1. New conversation
        2. Nick Holliman‏ @binocularity Mar 20
          Replying to @fchollet

          Why should we try and make machine intelligence only in reference to human intelligence? It is far from clear that it is possible, or useful, but machines nonetheless can be of great service to us in complex domains. Machine intelligence can be intelligible on its own terms.

          1 reply 0 retweets 0 likes
        3. investOr_impactOr  🔥 🔥 🔥‏ @_dirtyjesus_ Mar 20
          Replying to @binocularity @fchollet

          We don't know any other intelligence sir

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Ostrich Feather‏ @OstrichhFeather Mar 20
          Replying to @fchollet

          Yes. Exponentially increasing no. Of parameters can increase precision, not intelligence...

          0 replies 0 retweets 0 likes
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        1. investOr_impactOr  🔥 🔥 🔥‏ @_dirtyjesus_ Mar 20
          Replying to @fchollet

          "making things up" hmmmm 🤔🤔🤔 You mean like thinking... producing thought... Hmmmm🤔🤔🤔

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        1. Julian Schweizer  🏳️‍🌈‏ @realNeuneck Mar 20
          Replying to @fchollet

          "Data-free extrapolation" - I hope you don't mind me picking up that term and using it!

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