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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 20 Oct 2018

    In a big a company, information flows very fast from top to bottom, but it hardly flows at all from bottom to top. If you're a decision-maker, use your own product, and have candid chats with low-level employees from time to time. You'll learn important things you didn't know.

    12:24 PM - 20 Oct 2018
    • 243 Retweets
    • 901 Likes
    • Jared Volpe Apolline Adiju💥 Jesse Millar Piyush Sharma Rahul Dubey Mark Kingston Levin PhD Casey Welch Josh Penrod Aniruddha Godbole
    22 replies 243 retweets 901 likes
      1. François Chollet‏Verified account @fchollet 20 Oct 2018

        High-ranking managers are usually unaware of what employees know about the reality of the product/service on the ground. And the actual experience that customers go through (the most important thing about a company!) is often completely foreign to the C-suite.

        7 replies 30 retweets 205 likes
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      1. John Graham‏ @SuperjohnRTP 20 Oct 2018
        Replying to @fchollet

        I don’t know how often I’ve been told to “dumb it down” for executive consumption. I get not taking a lot of time, but in some cases key info was excised because it was deemed “too technical”

        0 replies 0 retweets 15 likes
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      1. Abhishek Sehgal‏ @SehgalAbhishek8 20 Oct 2018
        Replying to @fchollet

        You've been the lead developer of Keras and now you're at a top position at Google. I would like to know if you have experience dealing with changes proposed at the grassroots level which you were unaware of?

        0 replies 0 retweets 6 likes
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      1. Moein Soltani‏ @MoeinSoltani1 20 Oct 2018
        Replying to @fchollet

        باشه

        0 replies 0 retweets 1 like
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      1. philtor‏ @philtor 20 Oct 2018
        Replying to @fchollet

        It seems like CEOs used to do this in past times. Howard Vollum, founder of Tektronix used to go down to the test floor and work with technicians debugging oscilloscope problems, for example.

        0 replies 0 retweets 6 likes
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      2. Tomas Calvo Gomez‏ @tomascalvoz 20 Oct 2018
        Replying to @fchollet

        Also: sometimes it does not travel fast top to down, so the disconnect is even bigger

        1 reply 0 retweets 6 likes
      3. Jose L. Gamo #vacunasi  🇪🇸 🇺🇸‏ @jose_gamo 20 Oct 2018
        Replying to @tomascalvoz @fchollet

        Vas a ir

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Cardinal Slinky‏ @CardinalSlinky 20 Oct 2018
        Replying to @fchollet

        That's exactly why uncle Jake @jockowillink talks in #ExtremeOwnership about leading up the chain of command by keeping higher ups informed (so they don't worry and feel they need to micromanage)

        0 replies 1 retweet 6 likes
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      1. Cardinal Slinky‏ @CardinalSlinky 20 Oct 2018
        Replying to @fchollet

        Dog fooding your own product is a helluva thing.

        0 replies 0 retweets 3 likes
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      1. New conversation
      2. Peter Wang‏ @pwang 20 Oct 2018
        Replying to @fchollet @markmadsen

        Not going to work if employees don't trust to give you candid feedback. A culture of trust is incredibly hard to build and sustain, especially as a company grows and changes. It's almost non-existent in larger orgs; every interaction is couched in political, performative context.

        1 reply 6 retweets 41 likes
      3. Mark Madsen‏ @markmadsen 21 Oct 2018
        Replying to @pwang @fchollet

        This is true, and means you have to work at it. The challenge i encounter is that, even after listening and hearing the realities, ability to act is often curtailed. Which closes off communication because it seems like you aren’t listening. That may be the most insidious problem

        1 reply 0 retweets 2 likes
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