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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 10 Nov 2019

      Pretty much everything wrong about our perception of AI technologies (among both researchers and the general public) boils down to excessive anthropomorphism.

      33 replies 232 retweets 882 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 10 Nov 2019

      AI is tricky; it emulates exactly the narrow set of human skills it is explicitly designed or trained to emulate, and none of the others. In doing so, it takes every available shortcut, producing a system that has essentially no common ground with the human mind.

      4 replies 34 retweets 239 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet 10 Nov 2019

      AI is effectively a cognitive cartoon -- superficially, it looks like it's alive, but it's really a sequence of crude sketches on paper that emulate human expressions/behavior. As such, a project like Sophia the robot is really the epitome of contemporary AI.

      4 replies 29 retweets 178 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet 10 Nov 2019

      AI is to human cognitive abstractions what cartoon characters are to human emotions.

      3 replies 22 retweets 156 likes
      Show this thread
      François Chollet‏Verified account @fchollet 10 Nov 2019

      Crucially, the generation of autonomous abstraction is largely orthogonal to the encoding & operationalization of existing human abstractions as seen in current AI systems - much like creating cartoon characters is orthogonal to creating new lifeforms. AI has yet to get started.

      10:16 PM - 10 Nov 2019
      • 26 Retweets
      • 188 Likes
      • Stephen Adofo Kissi (T'Challa) Marcos Pereira Dagmar Monett SJA Kunal María Paz Casals Arunkumar Venkataramanan DeepBrainz AI Michelle
      9 replies 26 retweets 188 likes
        1. New conversation
        2. 𝗗𝗲𝗮𝗻 𝗔𝗹𝗲𝘅𝗮𝗻𝗱𝗲𝗿 𝗖𝗼𝘂𝗹𝘁𝗲𝗿‏ @deanacoulter 10 Nov 2019
          Replying to @fchollet

          Quite so, yet the cartoons are still putting lifeforms out of jobs.

          1 reply 0 retweets 1 like
        3. Chris Hoffman‏ @yarmiganosca 11 Nov 2019
          Replying to @deanacoulter @fchollet

          They aren't. Some lifeforms make personnel decisions based on the existence of the cartoons. Technology doesn't do anything in the economy by itself. People use it to do things.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Anaphylactic Spock‏ @lorentzlozenge 10 Nov 2019
          Replying to @fchollet

          So much of the work being done by for-profit companies doesn't help with this, I feel. Of course the public has an overblown and anthropomorphized view of AI.... that's the package companies have been selling since the Furby.

          0 replies 0 retweets 3 likes
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        1. Steven Marlow  🤖‏ @sd_marlow 10 Nov 2019
          Replying to @fchollet

          So... if AI in the late 50's was B&W cartoons, today's AI/ML would be something like Who Framed Roger Rabbit?

          0 replies 0 retweets 1 like
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        1. Choty‏ @PotassiumEdge 10 Nov 2019
          Replying to @fchollet

          The Turing movie had a great line. A machine will never think like a human.

          0 replies 0 retweets 0 likes
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        1. ʕ•̫͡•chrisnovello ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨‏ @chrisnovello 11 Nov 2019
          Replying to @fchollet

          ʕ•̫͡•chrisnovello ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ Retweeted ʕ•̫͡•chrisnovello ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨

          Thank you for speaking up. Very important Also enjoyed your recent phonograph analogy / shared with my classhttps://twitter.com/chrisnovello/status/1122198807272402945?s=21 …

          ʕ•̫͡•chrisnovello ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ added,

          ʕ•̫͡•chrisnovello ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ ✨ @chrisnovello
          I hope someday we can rescue machine learning as art. As painting. Intentionally culture it as non-documentary. Understand and nurture it as an art instrument for writing us https://twitter.com/chrisnovello/status/1122186530494255105 …
          Show this thread
          0 replies 0 retweets 0 likes
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        1. Future Posthumous Avatar of Phoenix A. Reed‏ @LaFille_Etrange 11 Nov 2019
          Replying to @fchollet

          The imminent skynet-scenario in the public consciousness is frustrating. AI is not even at the ameba stage & sentience is pure scifi. But there is some valid concern over data ethics, augmentation of human bias thru dataset choice, & downwind socio-political consequences.

          0 replies 0 retweets 1 like
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        1. Colin Hales‏ @Dr_Cuspy 12 Nov 2019
          Replying to @fchollet

          "AI has yet to get started" I have been trying to get this message across for over 15 years. The science is in a very strange state. If you have energy to confer on this offline, maybe we can do something about it together that might shift things. It's gone on too long.

          0 replies 0 retweets 0 likes
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        1. Paul Henman‏ @pwh67 13 Nov 2019
          Replying to @fchollet

          Stop calling it artificial intelligence would be a start, as it’s not a description but a marketing label given to machine learning algorithms. Academics should know better, but we only seem to get kudos these days for using hype words.

          0 replies 0 retweets 0 likes
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        1. Marcos Pereira‏ @voxelbased 12 May 2020
          Replying to @fchollet

          How are human abstractions being encoded into current AI models?

          0 replies 0 retweets 0 likes
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