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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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    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?

    10:46 PM - 24 Oct 2019
    • 47 Retweets
    • 115 Likes
    • bourbakis Globetrotter | #Travelblogger Daniel Park Marek Lipán Alexey Poddiachyi Giridhur (2/100 🏃🏻‍♂️) Daneel 🐂 Kaan Berke Zeldia☕️
    34 replies 47 retweets 115 likes
      1. New conversation
      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
        Show this thread
      3. 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 replies 1 retweet 55 likes
        Show this thread
      4. End of conversation
      1. This Tweet is unavailable.
      2. François Chollet‏Verified account @fchollet 24 Oct 2019

        This is dramatically different from "general intelligence" (and much weaker)

        3 replies 0 retweets 7 likes
      3. Show replies
      1. New conversation
      2. Binu Jasim‏ @bnjasim 24 Oct 2019
        Replying to @fchollet

        Wikipedia has plenty of factual mistakes. For instance a lot of Indian history is over taken by the right wing. I think a 'wikipedia quality' aggregator encyclopedia should be doable even now! (And wikipedia has a lot of bots even now)

        1 reply 0 retweets 2 likes
      3. Exagone313‏ @Exagone313 25 Oct 2019
        Replying to @bnjasim @fchollet

        Many bots are used on Wikidata for example, which helps connecting resources.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. S. Z.‏ @siiiaaaaaaa 24 Oct 2019
        Replying to @fchollet

        Uneven intervals is a way to cheat with statistics when doing this kind of questionnaire. Not sure it was intended but as the gap from 15 years to 50 years is so large, it basically forces 15 years to become the "most natural selection".

        0 replies 0 retweets 2 likes
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      1. New conversation
      2. Freemanix‏ @Freemanix 24 Oct 2019
        Replying to @fchollet

        This is tricky question! NLP will definitely improve over time, however, quality of raw sources on the Internet will go down. But if we allow AI to read all books written (without paying for it), it may bring up some good new ones!

        1 reply 0 retweets 2 likes
      3. A Savage‏ @prettygoodname 25 Oct 2019
        Replying to @Freemanix @fchollet

        1) Why will quality of raw sources go down? 2) Why presume that books written henceforth aren't part of the internet?

        1 reply 0 retweets 0 likes
      4. Show replies
      1. New conversation
      2. Vicky‏ @graymalk 24 Oct 2019
        Replying to @fchollet

        Is the question asking about generating new knowledge or aggregating existing knowledge? This is not clear to me; Wikipedia is sometimes a primary source written by researchers, meaning some pages can’t be mechanized.

        2 replies 0 retweets 1 like
      3. Vicky‏ @graymalk 24 Oct 2019
        Replying to @graymalk @fchollet

        Though hopefully they’d also publish on something with open access, in which case it can be learned.

        0 replies 0 retweets 0 likes
      4. End of conversation

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