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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 9 May 2018

    The words we use to name things change our perception of those things independently of their actual nature. A lot of the hype and mystique around AI is due to our use of terminology from the fields of neuroscience and psychology.

    10:50 AM - 9 May 2018
    • 113 Retweets
    • 332 Likes
    • M. Alex O. Vasilescu LeadGENI Li Liangs Romain Dambreville Erboristeria Torino Sue Burvill-Shaw Sanjeev Vivek Kalyanarangan Orjay  Ph.D.
    7 replies 113 retweets 332 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 9 May 2018

        Take any paper that make heavy use of such metaphors and replace the neuroscience vocabulary with the corresponding terms from mathematics or signal processing (e.g. "fully-connected neural layer" -> "affine transform"). It suddenly sounds very different. It cuts through the hype

        3 replies 46 retweets 172 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 9 May 2018

        This is true at the level of scientific paper, and even truer in public discourse. The term "AI" encourages people to think that our goal is to create artificial humans. In fact, automating cognition is not about replacing ourselves, it is about augmenting our capabilities.

        11 replies 35 retweets 188 likes
        Show this thread
      4. End of conversation
      1. New conversation
      2. Adarsh Menon‏ @adarsh_menon_ 9 May 2018
        Replying to @fchollet

        Yes true. Also I think this is the reason why many people are hesitant to adopt Ai into their business/daily life. People fail to understand that Ai at the core is simply linear algebra and statistics

        1 reply 0 retweets 0 likes
      3. Femi Fadeyi‏ @fadeyifemi 10 May 2018
        Replying to @adarsh_menon_ @fchollet

        Or perhaps part of the cause for the hesitation is because people understand exactly that current "AI at the core" is "simply linear algebra and statistics"?

        1 reply 0 retweets 0 likes
      4. Show replies
      1. New conversation
      2. Loreto Parisi‏ @loretoparisi 9 May 2018
        Replying to @fchollet

        are you suggesting a different technical reference for AI field despite of the brain's neuron analogy?

        1 reply 0 retweets 1 like
      3. robi sen‏ @robi_sen 9 May 2018
        Replying to @loretoparisi @fchollet

        it seems that way and that would be good.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Eric Schles‏ @EricSchles 9 May 2018
        Replying to @fchollet

        I have considered this so many times. As always an excellent point.

        0 replies 0 retweets 4 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. New conversation
      2. Laeeth‏ @Laeeth 9 May 2018
        Replying to @fchollet

        @threadreaderapp unroll

        2 replies 0 retweets 0 likes
      3. Thread Reader App‏ @threadreaderapp 9 May 2018
        Replying to @Laeeth

        Hello there is your unroll: Thread by @fchollet: "The words we use to name things change our perception of those things independently of their actual nature. A lot of the […]" https://threadreaderapp.com/thread/994273408627064832.html … Share this if you think it's interesting. 🤖

        0 replies 1 retweet 1 like
      4. End of conversation
      1. New conversation
      2. U G Murthy‏ @murthyug 10 May 2018
        Replying to @fchollet

        @threadreaderapp unroll

        1 reply 0 retweets 0 likes
      3. Thread Reader App‏ @threadreaderapp 10 May 2018
        Replying to @murthyug

        Saluti please find the unroll here: Thread by @fchollet: "The words we use to name things change our perception of those things independently of their actual nature. A lot of the […]" https://threadreaderapp.com/thread/994273408627064832.html … Enjoy :) 🤖

        0 replies 0 retweets 0 likes
      4. End of conversation

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