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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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    1. François Chollet‏Verified account @fchollet 9 Apr 2020

      Deep learning maximalism: a dialogue A: So these guys are very confident that they will develop superhuman AI within a few years B: Cute, I guess that neuropsychology degree is really paying off for them A: No, no, they don't have any background in neuroscience or psychology

      12 replies 91 retweets 413 likes
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    2. François Chollet‏Verified account @fchollet 9 Apr 2020

      B: Oh ok. I guess they must be the mathematician or physicist type then. That would be *so* in character! A: No, they don't really have any strong math background either

      3 replies 6 retweets 79 likes
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    3. François Chollet‏Verified account @fchollet 9 Apr 2020

      B: Oh. Well, it's not like you really need a PhD in any of these fields, you could just read a lot of books and papers, and catch up... A: No, here's the thing: they don't read books. Not even AI/ML books. They only read ArXiv preprints B: ... A: ...are you getting it now?

      6 replies 10 retweets 104 likes
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      François Chollet‏Verified account @fchollet 9 Apr 2020

      The moral of this story is this: if you set out to solve ambitious problems, what you need most isn't "billions of dollars in funding", you need an attitude of doubt & perpetual learning. You need to read books. You can't be supremely confident in the things you think you know.

      12:35 PM - 9 Apr 2020
      • 33 Retweets
      • 229 Likes
      • Arun Pratik A. Desai Michael Franklin MBOUOPDA Glorian Yapinus M45 Thomas Nicholas Fish nalbantov Sakthi Geek
      1 reply 33 retweets 229 likes
        1. François Chollet‏Verified account @fchollet 9 Apr 2020

          Especially if you happen to know nothing and to be horribly wrong in your key assumptions. Being ignorant and wrong isn't the end! It could be the beginning. But if you don't read and if you display absolute intellectual arrogance, your journey is already over before it started.

          12 replies 25 retweets 237 likes
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