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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 24 Oct 2019

      Imagine an algorithm capable of generating a Wikipedia-like encyclopedia from raw sources (e.g. from the Internet minus Wikipedia), at the same level of factual accuracy, edition quality, scope, and resolution. When will this be feasible?

      34 replies 47 retweets 115 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 24 Oct 2019

      Given the recent progress trajectory of NLP and my natural optimism I think something like this is probably 15-20 years away

      3 replies 2 retweets 60 likes
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      François Chollet‏Verified account @fchollet 24 Oct 2019

      This poll is about how people perceive NLP progress at this time -- don't see it as a way to actually predict the future. People's perceptions are always wrong

      10:51 PM - 24 Oct 2019
      • 1 Retweet
      • 55 Likes
      • Daniel Gibbs Flávio Eduardo Souto Maior Shikhar Kesarwani Charlie Haley hands are typing words Bismarck B. Ezra Smyser Hamza F. Al-shiekh Citizen Health
      10 replies 1 retweet 55 likes
        1. New conversation
        2. Raul‏ @untalraul__ 24 Oct 2019
          Replying to @fchollet

          the people that voted less than 5 yrs or less than 15%... man, that's some optimism!! Even the "within 50 yrs" is somewhat optimistic

          1 reply 0 retweets 0 likes
        3. Show replies
        1. Kiran Kannar‏ @kannarkk 24 Oct 2019
          Replying to @fchollet

          So within 15 years is actually within 25 years?

          0 replies 0 retweets 0 likes
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        1. Milad R‏ @miladroy 24 Oct 2019
          Replying to @fchollet

          It's just like autonomous driving. We get so close yet never surpass.

          0 replies 0 retweets 0 likes
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        1. Casey Handmer, PhD‏ @CJHandmer 24 Oct 2019
          Replying to @fchollet

          Probably it will generate uncyclopedia.

          0 replies 0 retweets 0 likes
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        1. Pablo GPS‏ @pablo_gps 25 Oct 2019
          Replying to @fchollet

          It also reflects, in my opinion, people's idea of the value of Wikipedia. Wikipedia has much more nuance than a mere aggregator of information... the endless editor debates and wars give a glimpse of this. What you ask requires close to general AI, which I don't think is possible

          0 replies 0 retweets 0 likes
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        1. Daniel Gibbs‏ @drbiomass 25 Oct 2019
          Replying to @fchollet

          Many good responses. What do you @fchollet see as the top 5 challenges to this task as of 2019?

          0 replies 0 retweets 1 like
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        1. Joel Nelson‏ @sysliquid 25 Oct 2019
          Replying to @fchollet

          “always wrong” individually, sure, but the ensemble?

          0 replies 0 retweets 0 likes
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        1. FP Servant‏ @hyperfp 25 Oct 2019
          Replying to @fchollet

          > People's perceptions are always wrong this perception is yours

          0 replies 0 retweets 2 likes
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        1. Daniel Cañueto‏ @DanielCanueto 25 Oct 2019
          Replying to @fchollet

          My intuition is that the main challenge, the filtering of quality, will need to be based rather on metadata than on NLP-based detection.

          0 replies 1 retweet 0 likes
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