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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
    5. 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.

      15 replies 59 retweets 271 likes
      Show this thread
    6. 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
      François Chollet‏Verified account @fchollet 20 Jan 2018
      Replying to @ylecun

      Not if the algo tries to infer what you want (e.g. most algos assume you want to waste more time online), instead of putting you in charge of defining the rules, the objective that is to be optimized. Having your current tendencies amplified by an algo is the opposite of agency.

      5:40 PM - 20 Jan 2018
      • 8 Retweets
      • 41 Likes
      • Stephen Boisvert Guillermo Valle Carl Lemaire Nithish Divakar Tom de Grunwald Siddhartha Rao Kamalakara Ali Sohani Dayyan Smith anne-marie roy
      5 replies 8 retweets 41 likes
        1. New conversation
        2. dopamine‏ @davidgordian 20 Jan 2018
          Replying to @fchollet @ylecun

          how are we going to harvest dopamine release tho? we need that to build habbits according to most mobile app devs so we could get them more engaged/likely to click or buy. FB likes wisdom of the crowds, but that seems ironic when you have fiduciary responsibilities.

          1 reply 0 retweets 0 likes
        3. Ghosteen‏ @Ghosteen2 20 Jan 2018
          Replying to @davidgordian @fchollet @ylecun

          Reward system

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Juan Pedro Fisanotti‏ @fisadev 20 Jan 2018
          Replying to @fchollet @ylecun

          Not only that. Today most of them are actively trying to optimize for an objective that's the opposite of user-control: clicks, watch time, etc. The user isn't the goal, but a product to mine and sell to others.

          0 replies 0 retweets 2 likes
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        1. New conversation
        2. °°°·.°·..·°¯° Big SaUr  ☄️‏ @infosaurus 21 Jan 2018
          Replying to @fchollet @ylecun

          It might depend on the use case. Getting informed either stems from sheer intellectual curiosity, in which case your existing interests shouldn't be part of the equation, or you're digging/researching into something and then "You might also like" is a valuable feature.

          1 reply 0 retweets 0 likes
        3. °°°·.°·..·°¯° Big SaUr  ☄️‏ @infosaurus 21 Jan 2018
          Replying to @infosaurus @fchollet @ylecun

          Prior confirmation from the user that they're actively interested in a particular topic may be an ethical enough trigger to switch on "AI prompted suggestions" mode.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Marius Slavescu‏ @GTARobotics 21 Jan 2018
          Replying to @fchollet @ylecun

          I really like @ylecun idea, an AI to search and filter data I'm trying AI agent for driving activities and more in http://ossdc.org .

          0 replies 0 retweets 1 like
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        1. trylks‏ @trylks 22 Jan 2018
          Replying to @fchollet @ylecun

          a) What you want b) You define the rules c) What's best for you wrt: 1. Happiness (psychology) 2. Growth/development (pedagogy) 3. Mental health & well-being… As AI and those fields advance, we could have very beneficial algorithms, but does any business (model) allow it?

          0 replies 0 retweets 1 like
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