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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 21 Jul 2019

    The cognitive fallacy that tech folks seem most likely to fall for is believing a broad & complex problem can be solved with a single, simple universal solution (backed with a couple of cherry-picked examples)

    10:49 PM - 21 Jul 2019
    • 113 Retweets
    • 518 Likes
    • Radhika Mantha katerina27272 David Aikema Ritzz 🐝🐝 Rahul Dubey Ceshine Lee Gitansh Khirbat Daniel Park Jeremy R. Lawson
    20 replies 113 retweets 518 likes
      1. François Chollet‏Verified account @fchollet 21 Jul 2019

        Simplicity bias can actually be quite useful when designing systems. Just remember the real world is complicated and diverse, and you've only seen a small part of it

        3 replies 28 retweets 223 likes
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      1. Kyrilluk‏ @kyrilluk 21 Jul 2019
        Replying to @fchollet

        Not just tech. Everyone does that. Scientist do that. Religious people too.

        0 replies 0 retweets 2 likes
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      1. alth0u  🤸‏ @alth0u 21 Jul 2019
        Replying to @fchollet

        What % of this is because tech VCs fall for it? I know some engineers understand it's more complicated but tell the story that gets the funds for the complicated solution. Tho I'm sure plenty fall in the category you outlined

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      1. Abdallah T. Nasir‏ @AbdallahTNasir 21 Jul 2019
        Replying to @fchollet

        Especially if that single simple solution is an open source one, they all will say: It is already has been implemented, just use it!

        0 replies 0 retweets 0 likes
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      1. Guillaume Verdon‏ @quantumVerd 21 Jul 2019
        Replying to @fchollet

        also the case for theoretical physicists, aiming for a grand unified theory

        0 replies 0 retweets 9 likes
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      1. Pere Mayol  🧠 🗽‏ @peremayol 21 Jul 2019
        Replying to @fchollet

        The very quick evolution of biological cognitive systems only seems feasible considering that all of them grew from a very scalable initial primitive system, that was able to quickly scale from few hundred neurons to a primate forgive system

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      1. Dr. M. Tullius "No Mercy for Seditionists" Cicero‏ @TulliusCicero43 21 Jul 2019
        Replying to @fchollet @Ssimms777

        They're just like analytic philosophers.

        0 replies 1 retweet 2 likes
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      1. Alex Vu‏ @robberviet 21 Jul 2019
        Replying to @fchollet

        I always thought people just see it as "good enough" and covers like 95% cases. For complex ones, of course not.

        0 replies 0 retweets 0 likes
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      1. Aditya Shaha‏ @dityashaha 21 Jul 2019
        Replying to @fchollet

        Doesn't this contradict the Occam's Razor Principle ?

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      1. Sri Krishna‏ @skrish_13 22 Jul 2019
        Replying to @fchollet

        Physics

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