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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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    François Chollet‏Verified account @fchollet 6 Aug 2020

    The design aesthetics of naturally-evolved systems -- birds, insects, etc -- far surpass those of human-engineered ones. This leads me to believe that the coming era of algorithmically-evolved design will be an aesthetic renaissance.

    10:08 AM - 6 Aug 2020
    • 57 Retweets
    • 399 Likes
    • Robin Stuart Qianer THEV Yellow Machiavelli ravi teja mikepetridisz alejandro waumann Cecilia Abadie 🚢7️⃣4️⃣✏️ Daniel Park
    20 replies 57 retweets 399 likes
      1. BonoQuak‏ @BonoQuak 6 Aug 2020
        Replying to @fchollet

        @abnux

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      1. John D. Wood, Esq.‏ @JohnWoodTorch 6 Aug 2020
        Replying to @fchollet

        Only if we adhere to biomimicry inspired design principles.

        0 replies 0 retweets 0 likes
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      1. Dalgacı‏ @mdsvivendi1 6 Aug 2020
        Replying to @fchollet

        Could it have something to do with the fact that the agent who assesses the aesthetic value has evolved in the same process?

        0 replies 0 retweets 2 likes
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      1. New conversation
      2. Kingshuk Das‏ @kingshukdas 6 Aug 2020
        Replying to @fchollet

        On what aspects/axes do you think they far surpass?

        1 reply 0 retweets 0 likes
      3. Kingshuk Das‏ @kingshukdas 6 Aug 2020
        Replying to @kingshukdas @fchollet

        (Genuine question, not sarcastic!)

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Arseny Khakhalin‏ @ampanmdagaba 6 Aug 2020
        Replying to @fchollet

        That was always my prediction as well :) We'll know that the problem of artificial motion (Boston Robotics and such) is solved once it's as pleasant to look at their robots as it is to look at a running deer, or a climbing cat. And honestly, they are getting better!

        0 replies 0 retweets 2 likes
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      1. Eric Avila‏ @ericjavila 6 Aug 2020
        Replying to @fchollet

        An amazing thought to envision survival of the fittest amongst these potential new creations. Given time, would the strongest attributes of algorithmic design ever equal the strongest attributes of non algorithmic?

        0 replies 0 retweets 0 likes
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      1. Tom Finnigan‏ @tomfinnigan 6 Aug 2020
        Replying to @fchollet

        It'll be interesting to see. With early systems (specifically Topology Optimization) everything comes out kind of looking like chicken bones. We'll need to have a variety of controls and weights to algorithms in order to produce aesthetic variety and ideally directability

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      1. Johan Mahady‏ @Palomaki 6 Aug 2020
        Replying to @fchollet

        How will the mix mash of old bldgs and new architecture look? Will the molded desk, shelves, and chairs of 80's scifi be a thing? will it be a space saving everything in a box and every box has a thing. fitting of drawers to the micron + the aero of the push and pull decided by ?

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      1. Dmitry Braverman  🎈‏ @DmitriBraverman 6 Aug 2020
        Replying to @fchollet

        Biomimicry was part of the bullet train 🚅 design. In the late 90's Japanese engineers modeled a bullet train after a kingfisher, which is a bird found in many parts of the world. Kingfishers have a large head and a long, narrow beak. http://www.raillife.com.tr/en/biomimicry-for-a-sustainable-life/ …pic.twitter.com/CmnM034Oq8

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