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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 15 Dec 2018

    François Chollet Retweeted François Chollet

    As we delegate more and more decisions to AI/ML, we may find ourselves in a society where rules and data-driven heuristics are being applied literally, without regard for their purpose. I expect that we will softly push back against it, until we too forget the purpose.https://twitter.com/fchollet/status/1073640763529916416 …

    François Chollet added,

    François CholletVerified account @fchollet
    Many problems seem to come from the literal application of a rule while forgetting the purpose of the rule. The purpose of a rule should always override the rule itself. It's useful to come up with rules for yourself (shortcuts), but remember the first principles...
    Show this thread
    9:03 AM - 15 Dec 2018
    • 96 Retweets
    • 326 Likes
    • Josh Anil Ramakrishna Antonio Max Nicolas Loubet Yu DeepBrainz AI Akshay Chalana Kat Townsend Pascal
    13 replies 96 retweets 326 likes
      1. Hazem A. M. Awad,PhD‏ @hazem_awad 15 Dec 2018
        Replying to @fchollet

        You don't hold that much of a high regard for society's abilities to cope with change it seems

        0 replies 0 retweets 0 likes
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      1. FlyingOctopus0‏ @FlyingOctopus0 15 Dec 2018
        Replying to @fchollet

        Are we entering something similar to middle ages,but idea of god is replace with algorithms. We study work of algorithm (like with alphazero). We only follow "wisdom" of algorithms.

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      2. A.) Quail‏ @dsdtzero 15 Dec 2018
        Replying to @davpply @fchollet

        That’s the purpose of rules. They are made so people don’t have to spend computational time solving problems that have already been solved. All kinds of bureaucracy process the messy business. If it’s not messy you don’t need bureaucracy.

        0 replies 0 retweets 1 like
      3. End of conversation
      1. Timothy Rue‏ @AbstractionPhys 15 Dec 2018
        Replying to @fchollet

        Hard Fact: Whenever something wide scope new comes along it is abused widely until laws are created to suppress the abuse. For the law makers don't know till after the fact what laws to create. From the wild west to cryptocurrency there are many examples.

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      1. David T. Weiseth‏ @dtweiseth 15 Dec 2018
        Replying to @fchollet

        You are certainly right in politics 😕 and that is not a compliment to the masses, people get lazy & worship tribe over Truth, sigh

        0 replies 0 retweets 0 likes
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      1. David T. Weiseth‏ @dtweiseth 15 Dec 2018
        Replying to @fchollet

        Case in point the Ten Commandments, they were not meant to be a definitive list, it was meant as a beginning, not an end all, the concept of rules to govern moral behavior, the genesis of Law, but as usual Man became lazy & misinterpreted the purpose, your point 😉

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      2. David "Most Vicious Dog" Herr‏ @davidcherr 15 Dec 2018
        Replying to @fchollet @Kasparov63

        The problem with this is that it devolves into some having to obey different rules than others - richer/more connected people securing for themselves a lighter rules regime than poorer/less connected people. Then, the latter whip out their gillets jaunes.

        1 reply 0 retweets 0 likes
      3. David "Most Vicious Dog" Herr‏ @davidcherr 15 Dec 2018
        Replying to @davidcherr @fchollet @Kasparov63

        Perhaps a third layer needs to be added to the matrix: Should there be a rule here at all, in light of all the other rules we are imposing for other purposes? Default answer should be "no", unless need for "yes" is proven well.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Gary Fletcher‏ @xGAfletcher 15 Dec 2018
        Replying to @fchollet

        Unintended consequences, right? Remember Asimov's three rules of robotics? One of them was, "A robot may not injure a human being or, through inaction, allow a human being to come to harm." Sounds good, but this would eliminate sports, eliminate surgery, eliminate adventure.

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