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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 22 Mar 2018

      The problem is not so much that we are increasingly relying on algorithms to be our interface with an increasingly information-intensive world. With the rise of the Internet and AI, his trend is inevitable. The issue is control.

      10 replies 120 retweets 355 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 22 Mar 2018

      Rather than letting newsfeed algorithms manipulate us to achieve opaque goals (such as swaying your political opinions, or maximally wasting your time), we should put the user in control of the goals that the algorithms optimize for.

      10 replies 58 retweets 184 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet 22 Mar 2018

      It should be possible for users to configure their newsfeed to maximize learning and personal growth, for instance (or anything else). In that case, a more sophisticated AI, instead of being a threat, would be beneficial to you -- letting you achieve your goals more efficiently.

      10 replies 66 retweets 210 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet 22 Mar 2018

      In the long-run, education and self-development will be some of the most impactful applications of AI. This will happen through dynamics that almost entirely mirror that of a nefarious AI-enabled newsfeed trying to control you. Only difference being who sets the algorithm's goals

      5 replies 37 retweets 124 likes
      Show this thread
    5. François Chollet‏Verified account @fchollet 22 Mar 2018

      AI will be our interface to the world -- a world made of digital information. This can equally lead to empowering individuals and communities to gain greater control over their lives, or to a total loss of agency. And regrettably, we're currently engaged on the wrong road

      2 replies 41 retweets 121 likes
      Show this thread
    6. François Chollet‏Verified account @fchollet 22 Mar 2018

      As a side note, this is why products like Google search, Gmail, iOS, Android are beneficial while the Facebook newsfeed is destructive. The former are active, they empower users to do more, to know more. The latter manipulates your worldview and seeks to maximally waste your time

      49 replies 106 retweets 305 likes
      Show this thread
      François Chollet‏Verified account @fchollet 22 Mar 2018

      As an industry, we need to develop product categories and markets where the incentives are aligned with placing the user in charge of the AI, instead of using AI to exploit the user's mind for profit or political gain. We need to strive towards products that are the anti-Facebook

      2:34 PM - 22 Mar 2018
      • 97 Retweets
      • 277 Likes
      • novi radni ambijenti Félix Cantournet john dillon Les yeux sans visage pavedwalden (0/1 job) Alexander Holik Neha Wasnik maddie Panos Zamanis
      18 replies 97 retweets 277 likes
        1. New conversation
        2. WeShouldAllWearMasks‏ @BradCanKook 22 Mar 2018
          Replying to @fchollet

          YouTube (Google) serves conspiracy theory videos when I tell it not to do that through feedback.

          1 reply 0 retweets 2 likes
        3. Neil Voss‏ @neilvoss 23 Mar 2018
          Replying to @BradCanKook @fchollet

          This is worth speaking to @fchollet. Your perspective is very lucid. This is an industry problem: what can we do to drive this by demanding both more of our competitors and critically, ourselves and our peers?

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Abubakar Sadiq Umar‏ @sad2dIQ 22 Mar 2018
          Replying to @fchollet

          I totally agree with you

          0 replies 0 retweets 1 like
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        1. Emanuele Serini‏ @EmanueleSerini 22 Mar 2018
          Replying to @fchollet

          An international ethical committee, same as the IBC for bioethics seems necessary, more than goodwill alone

          0 replies 2 retweets 4 likes
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        1. SurforFight‏ @LukeS42186401 22 Mar 2018
          Replying to @fchollet

          I agree, but these products you describe would probably put Google out of business.

          0 replies 0 retweets 0 likes
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        1. New conversation
        2. Mikko Heikelä‏ @mikkoheikela 22 Mar 2018
          Replying to @fchollet

          This would be good, and clearly motivating for an individual involved in this work, but is there actually any general way to align the profit motive of businesses with the idea of users being in charge of their data and the algorithms?

          1 reply 1 retweet 2 likes
        3. Machine Learning Freak‏ @MLFreak1 23 Mar 2018
          Replying to @mikkoheikela @fchollet

          Excuse my ignorance, but I believe it's possible. I mean, if Facebook's idea is to catch and keep people's attention for as long as possible... Why make them consume crappy content, when they could consume whatever content they wanted and FB would still profit, right?

          0 replies 1 retweet 2 likes
        4. End of conversation
        1. Mike Scott‏ @mikescareers 23 Mar 2018
          Replying to @fchollet

          You work in this stuff, you have deep understanding. A lay user doesn't, so how can they, without knowledge, trust settings etc? /2

          0 replies 0 retweets 1 like
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        1. New conversation
        2. Committed Round-ish Earther‏ @RayWaterman 23 Mar 2018
          Replying to @fchollet

          1/2 Need open social platforms giving users AI powered Vendor Relationship Management tools to protect them from Corporate AI powered marketing & research tools. There will never be a perfect balance, but much like the virus vs antivirus world, users will have a fighting chance

          1 reply 1 retweet 1 like
        3. Committed Round-ish Earther‏ @RayWaterman 23 Mar 2018
          Replying to @RayWaterman @fchollet

          2/2 I can't see any alternatives other than: (a) Heavy legislation (This is almost always too late and badly crafted.) (b) Do nothing and hope Corps will see the light and stop taking advantage of consumers. This is a futile dead end. Any ideas?

          1 reply 1 retweet 1 like
        4. Show replies

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