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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. Pɾҽɱ Kυɱαɾ Aραɾαɳʝι  🏡 😷 🤖 💬 🦾 🎫‏ @prem_k 16 Nov 2019
      Replying to @Meetasengupta @learning_pt and

      My understanding was (I came across this since we use #NLProc at work) that it's not as great as it was initially advertised. https://www.vice.com/en_us/article/pa7dj9/flawed-algorithms-are-grading-millions-of-students-essays …

      2 replies 0 retweets 1 like
    2. Pɾҽɱ Kυɱαɾ Aραɾαɳʝι  🏡 😷 🤖 💬 🦾 🎫‏ @prem_k 16 Nov 2019
      Replying to @prem_k @Meetasengupta and

      And that's, I think, why ISI wants to remove bias. Though I think they would also want to make their #ML fair.

      2 replies 0 retweets 1 like
    3. meetasengupta‏Verified account @Meetasengupta 16 Nov 2019
      Replying to @prem_k @learning_pt and

      It's a worthy effort, but not reliable until proven. And given current evidence, not necessarily replicable.

      1 reply 0 retweets 0 likes
    4. Pɾҽɱ Kυɱαɾ Aραɾαɳʝι  🏡 😷 🤖 💬 🦾 🎫‏ @prem_k 16 Nov 2019
      Replying to @Meetasengupta @learning_pt and

      Right now, IMHO, knowing current progress in #NLProc, #AI has what you'd call "reading comprehension disability" in children (if I dare anthropomorphise machines just for this once, against @j2bryson's advice 😃) and that's not getting fixed soon enough for @GaryMarcus to relent.

      1 reply 1 retweet 2 likes
    5. Joanna J Bryson‏ @j2bryson 16 Nov 2019
      Replying to @prem_k @Meetasengupta and

      That large proportions of people have reading skills lower than high-end NLP a) has been demonstrated by the @oecd b) hasn’t been taken adequately into account by the #agi #singularity #Futureofwork panic crowds.

      2 replies 0 retweets 3 likes
    6. Gary Marcus‏ @GaryMarcus 16 Nov 2019
      Replying to @j2bryson @prem_k and

      more generally @j2bryson what does your tweet even mean? is there a typo? what OECD study? what was the metric? what implications? having a hard time making sense of what you said.

      1 reply 0 retweets 3 likes
    7. Joanna J Bryson‏ @j2bryson 16 Nov 2019
      Replying to @GaryMarcus @prem_k and

      The limit case is obvious – some people are fully illiterate so lots of AI gets more from text than they do. I'm illiterate in Chinese, for example. The OECD at their 2017 AI meeting talked about a study that showed that 70% of EU citizens can't do analyses top-end AI can 1/2

      1 reply 0 retweets 3 likes
    8. Joanna J Bryson‏ @j2bryson 16 Nov 2019
      Replying to @j2bryson @GaryMarcus and

      Actually, the report of the 2017 @OECD meeting I participated in (AI: Intelligent Machines, Smart Policies :-) https://www.oecd-ilibrary.org/docserver/f1a650d9-en.pdf?expires=1573939644&id=id&accname=guest&checksum=A76A1177FCC38BEE4F8E51BF870C358C … says on 11% of EU adults are above the level of AI (see picture), and cites this paper https://www.oecd-ilibrary.org/education/computers-and-the-future-of-skill-demand_9789264284395-en …pic.twitter.com/SdwZWybDGx

      3 replies 0 retweets 2 likes
    9. Joanna J Bryson‏ @j2bryson 16 Nov 2019
      Replying to @j2bryson @GaryMarcus and

      What my tweet means is the fact that AI can in some sense read more than humans (certainly books remember longer & better...) doesn't actually make humans redundant to humans. 3/2 #aiethics

      2 replies 0 retweets 3 likes
    10. Gary Marcus‏ @GaryMarcus 16 Nov 2019
      Replying to @j2bryson @prem_k and

      reading is ultimately about extracting a cognitive model of something an author writes about. books can’t do that; current AI can’t do that either. for now, only (literate) people can do that.

      3 replies 14 retweets 32 likes
      François Chollet‏Verified account @fchollet 16 Nov 2019
      Replying to @GaryMarcus @Grady_Booch and

      Machines do this for machine-readable languages (e.g. a compiler "reading" a codebase)

      3:25 PM - 16 Nov 2019
      • 2 Likes
      • LearningPoint # Like-A-Lot Bot # 24x7 Chatter Kavita Anand
      1 reply 0 retweets 2 likes
        1. New conversation
        2. Gary Marcus‏ @GaryMarcus 16 Nov 2019
          Replying to @fchollet @Grady_Booch and

          agreed.

          1 reply 0 retweets 0 likes
        3. Gary Marcus‏ @GaryMarcus 16 Nov 2019
          Replying to @GaryMarcus @fchollet and

          then again programs aren’t books and programmers aren’t authors in the sense that i meant. it will truly be exciting when AI can extract rich cognitive models from open-ended text.

          1 reply 2 retweets 8 likes
        4. Show replies

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