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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
      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.

      5:29 PM - 11 Apr 2018
      • 22 Retweets
      • 87 Likes
      • 49ers_legion komodo-dragons and baboons AlexanderVB Maurice Politis justine Suzanne Guggenheim Jordan Jackson Ahmed Datt Goswami
      6 replies 22 retweets 87 likes
        1. New conversation
        2. 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
        3. 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 replies 24 retweets 117 likes
          Show this thread
        4. 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
          Show this thread
        5. End of conversation
        1. Shirley Ng‏ @shirleyfng 11 Apr 2018
          Replying to @fchollet

          ‘AI as a tool’ matters more when life-changing decisions are ‘powered by AI’ (like who get arrested, receive medical treatment first or who get the job). Democratization should start will people knowing what’s going on and having a say about it!

          0 replies 0 retweets 0 likes
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        1. Abe Bull‏ @roadsideproph 12 Apr 2018
          Replying to @fchollet

          Will depend on who’s making up the rules for this. Govt/Corps certainly prefer centralization, augments their power. Will the people they control w power stand up against this?

          0 replies 0 retweets 0 likes
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        1. New conversation
        2. Erin LeDell‏ @ledell 12 Apr 2018
          Replying to @fchollet

          A tool can be in the hands of everyone, and also controlled by a large company. This is exactly the case of @TensorFlow and @Google. These are not mutually exclusive.

          1 reply 0 retweets 2 likes
        3. agibsonccc‏ @agibsonccc 12 Apr 2018
          Replying to @ledell @fchollet and

          Then there's reality. No amount of tools will democratize AI. Most folks just don't care. They want to use AI at most. This SV mentality of "More free tools!" is not the answer to anyone's problems. Even auto ml and "automated training" doesn't solve the consumption problem ;/

          0 replies 0 retweets 1 like
        4. End of conversation
        1. Peter Morgan‏ @PMZepto 13 Apr 2018
          Replying to @fchollet

          Kiss your pay check goodbye.

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

          compute time, custom networks, and datasets cost money, do you expect corporations to give away those away too?

          0 replies 0 retweets 0 likes
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