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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 Jul 10

    The hardest problem in computer science is people; the second hardest problem is designing systems that are able to evolve & adapt to new goals & constraints over a span of many years or even decades

    2:12 PM - 10 Jul 2021
    • 156 Retweets
    • 1,050 Likes
    • Tyler A. Young 🧑🏻‍💻⚗️🌳 Abdul Ahad Naeem 𝓔𝓼𝓶𝓮𝓻𝓪𝓵𝓭𝓪 𝓙𝓲𝓶𝓮𝓷𝓮𝔃 😍 Rune Vabo Z I N A Y I 🚀 Mayank Kumar Kevin Griffin DeRosa 13robot_sheep
    25 replies 156 retweets 1,050 likes
      1. Rastin‏ @Rasttin Jul 10
        Replying to @fchollet

        👏🏼👍🏼💯

        0 replies 0 retweets 0 likes
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      2. Björn Ekström‏ @bjornekstrom Jul 10
        Replying to @fchollet

        Not a critic but to me it seems the other way around, that an issue for people is computer science.

        1 reply 0 retweets 1 like
      3. Kyle Russell‏Verified account @kylebrussell Jul 10
        Replying to @bjornekstrom @fchollet

        Check back after you work on something outside of academia

        1 reply 0 retweets 3 likes
      4. Show replies
      1. pskl‏ @fullstache Jul 10
        Replying to @fchollet

        3) Caching

        0 replies 0 retweets 1 like
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      1. Tanner Lund‏ @101010Lund Jul 10
        Replying to @fchollet

        These things are connected: people are the adaptive capacity of highly interconnected software systems.

        0 replies 0 retweets 0 likes
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      2. Prof Austen Rainer‏ @unfinitude Jul 10
        Replying to @fchollet

        Hey Francois (@fchollet), genuine question: where does abstraction fit in here? I ask because I’ve often thought of (automated) abstraction as being the hardest problem for CS.

        2 replies 1 retweet 3 likes
      3. Matthew Alhonte‏ @MattAlhonte Jul 10
        Replying to @unfinitude @fchollet

        I think both of those concerns are major reasons why it's hard to find the right abstraction. Deciding what choices to surface as being meaningful to end users, and what you'd like to be able to swap out later.

        1 reply 1 retweet 3 likes
      4. Show replies
      1. WilBown‏ @WilBown Jul 10
        Replying to @fchollet

        This is exactly the reason I moved from 35 year software product developer into #AI.

        0 replies 0 retweets 0 likes
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      1. Harsha Somisetty‏ @HarshaSomisetty Jul 10
        Replying to @fchollet

        Just as comp arch goes from transistors, logic gates, functional units etc, organizations can be modeled with ppl as func. units, etc. Then, building a organization becomes a comp arch design problem. Comp arch is already hard, so building future proof teams is next level

        0 replies 1 retweet 0 likes
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      1. Jason Varner | smarthelping‏ @smarthelping Jul 10
        Replying to @fchollet

        Yep, good thoughts to have when starting to build things online

        0 replies 0 retweets 0 likes
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