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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 11 Apr 2018

      As companies, governments, and individuals increasingly start using AI in more and more products and processes, both to automate current activities and to develop entirely new ones, there are a few fundamental frictions that we will need to navigate: time for a thread

      5 replies 128 retweets 253 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 11 Apr 2018

      1) Democratization vs. centralization. AI should be a tool in the hand of everyone (like the open Internet and open personal computing), rather than being controlled by a small number of large companies and governments.

      6 replies 22 retweets 87 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet 11 Apr 2018

      2) Human augmentation vs. replacement. Organizations should be ambitious in how they use automation, and seek to turn workers into hyper-productive "AI supervisors" (using AI to add value), rather than merely automating the work they used to be doing (using AI for cost-cutting).

      2 replies 26 retweets 84 likes
      Show this thread
      François Chollet‏Verified account @fchollet 11 Apr 2018

      3) Individual empowerment vs. mass manipulation. We should build products and systems that place the end user in control of the algorithms they interact with, rather than using AI to control people's opinions, choices, and lives. This is what I cover here: https://medium.com/@francois.chollet/what-worries-me-about-ai-ed9df072b704 …

      5:31 PM - 11 Apr 2018
      • 24 Retweets
      • 117 Likes
      • Jonathan Strahl AIExpoAfrica AlexanderVB Maurice Politis justine Jose Enrique Ahmed Kirindiro Kamaiba Mutanywana Radek Mackowiak
      5 replies 24 retweets 117 likes
        1. François Chollet‏Verified account @fchollet 11 Apr 2018

          I believe each of these 3 fundamental issues could go either way -- towards a better future or towards dystopia. That's why it is important to have these debates now. And anyone drowning out the conversation by drumming up fears of "existential risk" is doing us all a disservice

          13 replies 15 retweets 82 likes
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        1. Abe Bull‏ @roadsideproph 12 Apr 2018
          Replying to @fchollet

          Again depends on who’s in control of the AI resource. Behooves those creating it (increasingly govt/corps) to use AI to manipulate. Also people have to develop critical skills to avoid manipulation. Easier to have views fed to you than think critically for most.

          0 replies 0 retweets 0 likes
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        1. neurokinetikz‏ @neurokinetikz 13 Apr 2018
          Replying to @fchollet

          how can end users control algorithms that even their creators don’t fully understand?

          0 replies 0 retweets 0 likes
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        1. Tom Booth‏ @TomBooth2074 17 Apr 2018
          Replying to @fchollet

          Interesting how you relate AI to "a good librarian,..." A good librarian utilizes some standardized system of information categorization and labeling. The librarian can point you to the books you are interested in without ever having read them.

          0 replies 0 retweets 0 likes
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