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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 20 Jan 2018

      Networked humans today have a far higher information intake than the average person a few generations ago, and worry about far more things -- by several orders of magnitude. And almost none of that is actionable nor even relevant

      13 replies 222 retweets 598 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 20 Jan 2018

      The noise always grows faster than the signal, it seems

      3 replies 18 retweets 107 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet 20 Jan 2018

      A crucial application of cognition automation (i.e. AI), today and in decades to come, will be the filtering and distillation of the information we consume. AI will be our interface to an increasingly information-intensive world

      3 replies 38 retweets 163 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet 20 Jan 2018

      This presents a key safety challenge: since our information consumption eventually defines what we believe and who we are, by externalizing its management, we are and will be giving algorithms immense control over ourselves, both individually and collectively

      5 replies 42 retweets 166 likes
      Show this thread
      François Chollet‏Verified account @fchollet 20 Jan 2018

      Our challenge is thus to design information filtering and distillation technology that allow us to retain our agency, that empower us with greater control over our lives rather than manipulating us. More like Wikipedia and Google Search, and less like Facebook.

      3:29 PM - 20 Jan 2018
      • 59 Retweets
      • 271 Likes
      • Graham Hawkes Joshua Tom Yuri Oliveira Tom James Lucho (viento migrante y enemigo poderoso) Stephanie Rieger 🏴󠁧󠁢󠁳󠁣󠁴󠁿🇨🇦🇪🇺🍵 Hallvord R. M. Steen Josef Spalenka
      15 replies 59 retweets 271 likes
        1. Mi Lia‏ @mlliarm 20 Jan 2018
          Replying to @fchollet

          More like @duckduckgo search, I'd say.

          0 replies 0 retweets 0 likes
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        1. Peter Wang‏ @pwang 20 Jan 2018
          Replying to @fchollet

          Exactly. And realistically, the only way that the right kinds of motivations will align with innovation on these kinds of "personal info-psychic well-being" apps is if their creators are compensated directly for apps, and data resides under the user's control.

          0 replies 1 retweet 1 like
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        1. Demon‏ @youthoverturn 20 Jan 2018
          Replying to @fchollet

          I don’t agree with that. The people don’t care about that. Not all of the people worry about the leaks of information

          0 replies 0 retweets 0 likes
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        1. New conversation
        2. Mike Lanzetta (マイケル ランゼッタ)‏ @noodlefrenzy 20 Jan 2018
          Replying to @fchollet

          And yet ad-based incentive structures make that highly unlikely

          1 reply 0 retweets 1 like
        3. trylks‏ @trylks 22 Jan 2018
          Replying to @noodlefrenzy @fchollet

          We could have gradient descent for the user well-being, but we would get it only for user consumerism. The AI god won't make us immortal. It won't make paperclips. It will convince us into buying paperclips, for its father/master is the sales god, their ancestor/king is money.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Sean Pedersen‏ @SeanPedersen96 20 Jan 2018
          Replying to @fchollet

          Creating filter AI algorithms that control what we see/feel/think and wishing them to behave like Google Search/Wikipedia is imho a dystopian wish. If I were to design such algos I'd make sure to present the reader the full spectrum not just one agents propaganda like G/Wiki does

          0 replies 0 retweets 0 likes
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        1. Balaji Prasad‏ @BalajiPrasad_ 20 Jan 2018
          Replying to @fchollet

          The dial to filter is, at best, shared today between the consumer and provider. There is an unrealized opportunity here for someone to shift the power.

          0 replies 0 retweets 0 likes
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        2. Yann LeCun‏ @ylecun 20 Jan 2018
          Replying to @fchollet

          But if you could train your own little AI assistant to filter and distill for you, wouldn't you retain your agency? Wouldn't your filtering and distillation power be amplified by your agent?

          6 replies 6 retweets 26 likes
        3. Tom Brander‏ @dartdog 20 Jan 2018
          Replying to @ylecun @fchollet

          Getting awfully meta meta here!!

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. ℭ𝔬𝔟𝔞𝔞𝔩𝔱‏ @Cobaalt 20 Jan 2018
          Replying to @fchollet

          ℭ𝔬𝔟𝔞𝔞𝔩𝔱 Retweeted Ryan Socks

          https://twitter.com/ryan_socks/status/936754025101488128 … more relevant than ever ;)

          ℭ𝔬𝔟𝔞𝔞𝔩𝔱 added,

          2:11
          Ryan Socks @Ryan_Socks
          This game came out in 2001 pic.twitter.com/I9tF3BotHH
          0 replies 0 retweets 0 likes
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