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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
      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

      2:31 PM - 22 Mar 2018
      • 106 Retweets
      • 305 Likes
      • novi radni ambijenti Matthew Dingley Peter W👀d Bryan M Michael Lucy Erik Canceler Palpatine Cognoscere ErichS
      49 replies 106 retweets 305 likes
        1. 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

          18 replies 97 retweets 277 likes
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        2. Mark Bergen‏Verified account @mhbergen 22 Mar 2018
          Replying to @fchollet

          you should debate @gchaslot :)

          1 reply 0 retweets 3 likes
        3. Guillaume Chaslot‏ @gchaslot 22 Mar 2018
          Replying to @mhbergen @fchollet

          There would be no debate, I agree at 100%. I started designing such algorithms that give more control to the user 7 years ago at @Google and got fired for that.

          1 reply 7 retweets 21 likes
        4. Show replies
        1. rogue node‏ @rogue_node 22 Mar 2018
          Replying to @fchollet

          Pretty sure YouTube recommendation engine was leading people down echo chamber rabbit holes as well.

          0 replies 0 retweets 9 likes
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        2. ProtectiveHen - Vaccinated & Ready for Justice‏ @bok_bok_ba_GOK 22 Mar 2018
          Replying to @fchollet

          Bullcrap - the alt-right regularly hijacks Google search autocomplete to prioritize Nazi, racist, conspiracy content. Autocomplete creates info bubbles - not empowering. & then how do you explain YouTube's wacko suggestions? Thread started good & got self-serving.

          0 replies 1 retweet 7 likes
        3. This Tweet is unavailable.
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        1. SurforFight‏ @LukeS42186401 22 Mar 2018
          Replying to @fchollet

          I agree Google is not as bad as FB, but Google still sells our personal data to advertisers and advertising is inherently manipulative.

          0 replies 0 retweets 3 likes
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        2. Leif Ryge‏ @wiretapped 22 Mar 2018
          Replying to @fchollet

          Leif Ryge Retweeted Dylan McKay

          it was Android that let Facebook have this datahttps://twitter.com/dylanmckaynz/status/976369669874491392 …

          Leif Ryge added,

          Dylan McKay @dylanmckaynz
          metadata about every text message I've ever received or sent spoiler: I don't use messenger for SMS pic.twitter.com/ehWXhpnrrV
          Show this thread
          1 reply 6 retweets 11 likes
        3. Leif Ryge‏ @wiretapped 22 Mar 2018
          Replying to @wiretapped @fchollet

          Leif Ryge Retweeted Adrian Colyer

          https://twitter.com/adriancolyer/status/970703017560494080 …

          Leif Ryge added,

          Adrian Colyer @adriancolyer
          82% of mobile (Android) apps send PII to at least on ad tracking service, and many send to more than one. What data is being leaked and where does it go? http://blog.acolyer.org/2018/03/05/apps-trackers-privacy-and-regulators-a-global-study-of-the-mobile-tracking-ecosystem … pic.twitter.com/IDxuJ4trNj
          1 reply 3 retweets 4 likes
        4. End of conversation
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        2. ocdtrekkie‏ @ocdtrekkie 22 Mar 2018
          Replying to @fchollet

          The fact that you've convinced yourself that Facebook is inherently "destructive" but your employer's products that are equally harmful are "beneficial" says a lot more about you than anything else.

          1 reply 0 retweets 0 likes
        3. ocdtrekkie‏ @ocdtrekkie 22 Mar 2018
          Replying to @ocdtrekkie @fchollet

          Have you even talked to former YouTube employees about your own company's obsession with wasting time and increasing engagement at the cost of truth and worldview?

          1 reply 0 retweets 0 likes
        4. Show replies

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