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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 30 Jul 2018

    A enormously important but underappreciated thing: as a researcher, make sure your financial incentives are aligned with the public interest & with the progress of science. In particular, your funding & compensation should not depend on your ability to impress non-experts.

    12:31 PM - 30 Jul 2018
    • 50 Retweets
    • 248 Likes
    • ✨🔥✨ Pavel Suchmann Amir Erfanian iywo vladdy Harry Lee anish Tiago Guerreiro ⚔️ Manoj K
    5 replies 50 retweets 248 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 30 Jul 2018

        If you start a research lab where your funding depends on whether your research can impress the general public, or a rich donor, or the CEO of some tech company, then you will very soon find yourself running not a research lab, but a PR agency with a research arm attached.

        6 replies 38 retweets 202 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 30 Jul 2018

        And that's a bad place to be -- bad for science, and bad for the public that's being misled. Incentives matter more than you know -- make sure you have the right incentives early on.

        5 replies 7 retweets 89 likes
        Show this thread
      4. End of conversation
      1. Andrei Khobnia‏ @AI_Kho_ 30 Jul 2018
        Replying to @fchollet

        That's easier said than done :)

        0 replies 0 retweets 1 like
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      1. New conversation
      2. Pat Inc‏ @PatisNLU 30 Jul 2018
        Replying to @fchollet

        atm, much AI work is engineering and not science based, so much so that solutions are being built around the tech rather than scientifically approaching a problem.

        1 reply 0 retweets 4 likes
      3. Joris Meys‏ @JorisMeys 31 Jul 2018
        Replying to @PatisNLU @fchollet

        Otoh, much of the tools used in AI are developed, validated and optimized in research labs like ours. It's all mathematics in some form after all.

        0 replies 0 retweets 1 like
      4. End of conversation
      1. An Tran‏ @tranlaman 31 Jul 2018
        Replying to @fchollet

        Thank your tweet, I find this tweet very useful for young researchers today.

        0 replies 0 retweets 0 likes
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      1. Sohrab Saeb‏ @sosata 31 Jul 2018
        Replying to @fchollet

        What if you are actually funded by those non-experts? Whis is the case a lot of the time

        0 replies 0 retweets 0 likes
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