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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 3 Jun 2018

    Decision-making framework: 1) Choose to value the well-being of others -- in particular those around you. 2) When making any choice, place your values above short-term self-interest and passing emotions -- such as greed or fear. Know what your values are, and let them guide you.

    5:49 PM - 3 Jun 2018
    • 57 Retweets
    • 242 Likes
    • Soroush Javadi DeepBrainz AI BB 7 ExplorerX abdullah Abishek Prasanna Anna Doulatshahi Santiago Rentería meghan kane
    7 replies 57 retweets 242 likes
      1. François Chollet‏Verified account @fchollet 3 Jun 2018

        Rephrased: have a Copernican value model rather than a Ptolemaic one -- you are not the center of the universe. Then, do the right thing, for the right reason. You will never have to regret a single decision.

        4 replies 10 retweets 80 likes
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      2. Matt‏ @mattsiegel 3 Jun 2018
        Replying to @bruce_lambert @fchollet

        the point of practicing within this framework is to mitigate that problem

        1 reply 0 retweets 2 likes
      3. Show replies
      1. Jeff‏ @StemPassion 3 Jun 2018
        Replying to @fchollet

        Thanks for Keras good man!

        0 replies 0 retweets 1 like
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      1. Rahul A Shetty‏ @ShettyRahul 4 Jun 2018
        Replying to @fchollet

        And 3) Just do it! :)

        0 replies 0 retweets 1 like
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      1. Eric Schles‏ @EricSchles 4 Jun 2018
        Replying to @fchollet

        The challenge with this framework is it only works if everyone does it. The divide and conquer approach you recommend doesn’t account for the unseen who are in need of help. Unless your system accounts for this via some sense of the unseen, it will reinforce class imbalance. 1

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      1. Eric Schles‏ @EricSchles 4 Jun 2018
        Replying to @fchollet

        (Specifically societal class imbalance). You could perhaps claim that those interested in supporting those outside your social sphere exist and thus there is an account. But I’ve found personally that when you support those outside your sphere it has the largest impact. 2

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      2. Guillaume Chaslot‏ @gchaslot 4 Jun 2018
        Replying to @fchollet

        Isn’t YouTube’s deep learning designed to do the exact opposite: catch your attention with emotions, like greed and fear?

        1 reply 0 retweets 7 likes
      3. Guillaume Chaslot‏ @gchaslot 5 Jun 2018
        Replying to @gchaslot @fchollet

        To be clear: nobody at @google had bad intentions, they just focused on watch time. But they ignored red flags. Let's update a old quote: “The world is a dangerous place to live, not because of AIs which are evil, but because of the people who don't do anything about it.”

        0 replies 0 retweets 1 like
      4. End of conversation
      1. Santiago Rentería‏ @renatrigiorese 7 Jun 2018
        Replying to @fchollet

        Socratic teachings in practice

        0 replies 0 retweets 0 likes
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