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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 May 13

      All value derives from people doing valuable things (modulo non renewable natural resources). Thus you could say that all value derives from *creating incentives that get people to do valuable things* (modulo intrinsic motivation, which is rare).

      13 replies 22 retweets 205 likes
      Show this thread
      François Chollet‏Verified account @fchollet May 13

      The success of your organization comes from incentivizing value creation at scale in a sustainable way. Failure comes from the opposite -- incentivizing destructive or wasteful actions.

      2:27 PM - 13 May 2021
      • 15 Retweets
      • 108 Likes
      • GV Amos Sergei Kalinin Asa Downs Nassim Dehouche Sreerag M When zombies arrive, quickly fax Judge Pat. Giancarlo Pablo jonaswahringer akamai
      2 replies 15 retweets 108 likes
        1. New conversation
        2. François Chollet‏Verified account @fchollet May 13

          Incentive engineering may be the most important yet underlooked field of study

          22 replies 19 retweets 190 likes
          Show this thread
        3. François Chollet‏Verified account @fchollet May 13

          Some people will say, "oh, that's just economics". Or "that's just law", "that's just management", "that's just gamification", etc. I mean, it is all of these things, obviously. But that's myopic, like saying infrastructure is just roads & bridges.

          3 replies 2 retweets 50 likes
          Show this thread
        4. François Chollet‏Verified account @fchollet May 13

          An AI researcher would probably observe, "that field is just Collective Intelligence!". Which it also is. Cybernetics all the way down

          2 replies 3 retweets 27 likes
          Show this thread
        5. End of conversation
        1. New conversation
        2. Marielza OLIVEIRA‏ @MarielzaTalks May 14
          Replying to @fchollet

          Creating value for an organization is not the same as creating value for individuals or for society. Many times these levels are at odds. A responsible organization not only "does no evil" but also seeks social good AND no individual harm.

          1 reply 0 retweets 0 likes
        3. Marielza OLIVEIRA‏ @MarielzaTalks May 14
          Replying to @MarielzaTalks @fchollet

          So many examples: tobacco and fossil fuel industries' "value creation" is individually or socially destructive. Whistleblowers destroy organization value for social gain. What incentives apply? Are they MORAL and in accordance with #HumanRights?...

          0 replies 0 retweets 0 likes
        4. End of conversation

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