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bascule's profile
Tony "Abolish ICE" Arcieri 🦀🌹
Tony "Abolish ICE" Arcieri 🦀🌹
Tony "Abolish ICE" Arcieri  🦀 🌹
@bascule

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Tony "Abolish ICE" Arcieri  🦀 🌹

@bascule

Co-founder @iqlusioninc. Cryptography and infrastructure engineer. Renewable energy fan. Makes music as @djcofactor. He/Him/They #TimHead 🍿 🍿 🍿 🍿 🍿🥤🥤

Denver, CO
tonyarcieri.com
Joined May 2007

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    Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 19 Sep 2020

    Trying a horrible experiment... Which will the Twitter algorithm pick: Mitch McConnell or Barack Obama?pic.twitter.com/bR1GRyCkia

    3:05 PM - 19 Sep 2020
    • 58,811 Retweets
    • 187,556 Likes
    • A.ai Bernhard Clemm lila pagola محمد العجمي taBOO Samuel Mediani Nancy Miller Letícia Pinheiro 🤓 Flo ✨
    2,657 replies 58,811 retweets 187,556 likes
      1. New conversation
      2. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 19 Sep 2020

        "It's the red tie! Clearly the algorithm has a preference for red ties!" Well let's see...pic.twitter.com/l7qySd5sRW

        78 replies 2,779 retweets 25,129 likes
        Show this thread
      3. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 19 Sep 2020

        Let's try inverting the colors... (h/t @KnabeWolf)pic.twitter.com/5hW4owmej2

        149 replies 2,827 retweets 26,895 likes
        Show this thread
      4. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 20 Sep 2020

        Twitter is just one example of racism manifesting in machine learning algorithms. Other examples: Millions of Black people affected by racist healthcare algorithms: https://www.nature.com/articles/d41586-019-03228-6 … Racist predictive policing algorithms: https://www.technologyreview.com/2020/07/17/1005396/predictive-policing-algorithms-racist-dismantled-machine-learning-bias-criminal-justice/ …

        50 replies 1,869 retweets 7,187 likes
        Show this thread
      5. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 20 Sep 2020

        Tony "Abolish ICE" Arcieri  🦀 🌹 Retweeted Mitch Benn  🇬🇧 🇪🇺

        https://twitter.com/mitchbenn/status/1307573944564822016?s=21 …

        Tony "Abolish ICE" Arcieri  🦀 🌹 added,

        Mitch Benn  🇬🇧 🇪🇺Verified account @MitchBenn
        Replying to @himgajria @bascule
        Something doesn’t have to be “designed to be racist” to be racist.
        18 replies 237 retweets 3,888 likes
        Show this thread
      6. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 21 Sep 2020

        Several replies have tried all sorts of meticulous tweaking to get different results. This misses the original point of my experiment: I just tried to find two relatively similar looking images and (earnestly) see what the results were.

        1 reply 12 retweets 316 likes
        Show this thread
      7. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 21 Sep 2020

        Tony "Abolish ICE" Arcieri  🦀 🌹 Retweeted TheArtGun at *taking a smol break*

        Several people have attributed the issue to contrast, dramatically raising the contrast on Obama and decreasing it until McConnell is a dull grey. While this may get the algorithm to select the other image, it doesn't address the core problem.https://twitter.com/TheArtGun/status/1307508831363104768 …

        Tony "Abolish ICE" Arcieri  🦀 🌹 added,

        TheArtGun at *taking a smol break* @TheArtGun
        Replying to @bascule
        What if we adjust the contrast pic.twitter.com/eo2MqNVmXS
        5 replies 49 retweets 425 likes
        Show this thread
      8. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 21 Sep 2020

        Tony "Abolish ICE" Arcieri  🦀 🌹 Retweeted

        These images in particular, comparing low contrast to high contrast Obama, are much more telling. The algorithm seems to prefer a lighter Obama over a darker one: https://twitter.com/m8rbnsn/status/1307801582411689984 …

        Tony "Abolish ICE" Arcieri  🦀 🌹 added,

        This Tweet is unavailable.
        7 replies 104 retweets 673 likes
        Show this thread
      9. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 21 Sep 2020

        Tony "Abolish ICE" Arcieri  🦀 🌹 Retweeted

        If you're interested in this topic in general please follow: @AnimaAnandkumar director AI research at nVidia / pointed out this issue in 2019: https://twitter.com/AnimaAnandkumar/status/1307465594304974848 … @ruha9 author: Race After Technology @jovialjoy founder: Algorithmic Justice League

        Tony "Abolish ICE" Arcieri  🦀 🌹 added,

        This Tweet is unavailable.
        4 replies 35 retweets 240 likes
        Show this thread
      10. End of conversation
      1. New conversation
      2. Andrew Miller  🛡️ 🦓‏ @socrates1024 19 Sep 2020
        Replying to @bascule

        holy cow.... tell me this is a metadata trick or something...

        8 replies 8 retweets 595 likes
      3. Tony "Abolish ICE" Arcieri  🦀 🌹‏ @bascule 19 Sep 2020
        Replying to @socrates1024

        Not deliberate at all. Just what the algorithm picked...

        7 replies 6 retweets 1,058 likes
      4. Show replies

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