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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 9 Mar 2017

    Scaling up artillery does not lead to space travel; scaling up pattern matching with more layers & more data does not lead to intelligence.

    4:53 PM - 9 Mar 2017
    • 120 Retweets
    • 227 Likes
    • Sandy Grant Ashwin D Kini Kirill Brylev Arjun Chandrasekaran Christos Baziotis Jarno Lintusaari Dirk Hartmann M. Anthony Lewis Amir Bar
    19 replies 120 retweets 227 likes
      1. Benedict Evans‏Verified account @benedictevans 9 Mar 2017
        Replying to @fchollet

        don’t tell Demis ;)

        0 replies 0 retweets 6 likes
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      1. New conversation
      2. François Chollet‏Verified account @fchollet 9 Mar 2017
        Replying to @fchollet

        We will need a paradigm shift, or more likely, a series of paradigm shifts in order to get anywhere close to human-level AI.

        10 replies 22 retweets 71 likes
      3. ▸fouad‏ @fouadmatin 9 Mar 2017
        Replying to @fchollet

        what do you think is the delta between the underlying paradigms? too business focused?

        1 reply 0 retweets 0 likes
      4. Show replies
      1. New conversation
      2. Mohammed A. Alam‏ @cyberony 9 Mar 2017
        Replying to @fchollet

        My recent chats in the AI community show some 1. think chasing 'intelligence' is moot when u can make systems that do things 1/

        1 reply 0 retweets 0 likes
      3. Mohammed A. Alam‏ @cyberony 9 Mar 2017
        Replying to @cyberony @fchollet

        and/or 2. don't believe there is anything called 'intelligence,' whatever that may be. I don't agree with either notion. 2/

        1 reply 0 retweets 0 likes
      4. Show replies
      1. Tim Reardon‏ @veritas_2012 9 Mar 2017
        Replying to @fchollet

        .@fchollet @homeAIinfo https://hbr.org/2016/11/you-dont-need-big-data-you-need-the-right-data?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter …

        0 replies 0 retweets 2 likes
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      2. Ishaan Gulrajani‏ @__ishaan 9 Mar 2017
        Replying to @fchollet

        your point is totally valid, but the Apollo program was precisely an engineering effort to scale up well-known rocket science :)

        1 reply 2 retweets 4 likes
      3. Julien Chappuis‏ @jubiweb 10 Mar 2017
        Replying to @__ishaan @fchollet

        I agree : NASA hired German V2 rocket specialists

        0 replies 0 retweets 1 like
      4. End of conversation
      1. Parand Darugar‏ @parand 9 Mar 2017
        Replying to @fchollet

        what's the most promising alternative approach, do you think?

        0 replies 0 retweets 0 likes
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