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nickstenning's profile
Nick Stenning
Nick Stenning
Nick Stenning
@nickstenning

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Nick Stenning

@nickstenning

I help groups of humans build and operate software in production. Currently working on @Azure. He/they.

Berlin
whiteink.com
Joined March 2008

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    Nick Stenning‏ @nickstenning 20 Jun 2020

    Nick Stenning Retweeted Chicken3gg

    I can't get over how perfect this is. If you set out to design an easy-to-understand example of how machine learning models encode racial bias, I don't think you could do better.https://twitter.com/Chicken3gg/status/1274314622447820801 …

    Nick Stenning added,

    Chicken3gg @Chicken3gg
    Replying to @tg_bomze
    🤔🤔🤔 pic.twitter.com/LG2cimkCFm
    9:13 AM - 20 Jun 2020
    • 9,581 Retweets
    • 28,969 Likes
    • Daniel Wabyick Jared Volpe Charles Dickend Ghostlore Openly Petty. Kate David Gourevitch Ian Pamerleau 🐟어둠땅 생선장수🌱표고버섯
    132 replies 9,581 retweets 28,969 likes
      1. New conversation
      2. Nick Stenning‏ @nickstenning 20 Jun 2020

        If you have a "theory" about how this is about lighting, or pose, or how Obama is light-skinned... the model is open source. You can test your theory yourself rather than embarrassing yourself in my mentions. But for reference, you're wrong:pic.twitter.com/72cOHgl9vf

        32 replies 646 retweets 2,926 likes
        Show this thread
      3. Nick Stenning‏ @nickstenning 20 Jun 2020

        This is not about this specific model or this specific developer. For all I know the model is a toy. What it shows, though, is that models always contain social context that is not visible in the claims that are made about them by their creators.

        5 replies 138 retweets 1,252 likes
        Show this thread
      4. Nick Stenning‏ @nickstenning 20 Jun 2020

        Here, the social context is that the “default” face is that of a white man. This does not reflect a biological reality but rather a social one: white supremacy.

        23 replies 141 retweets 1,407 likes
        Show this thread
      5. End of conversation
      1. New conversation
      2. Mihai Chereji‏ @croncobaurul 20 Jun 2020
        Replying to @nickstenning @codepo8

        I can think of some ways...https://www.forbes.com/sites/mzhang/2015/07/01/google-photos-tags-two-african-americans-as-gorillas-through-facial-recognition-software/#5949252d713d …

        2 replies 9 retweets 73 likes
      3. Chris Heilmann‏ @codepo8 20 Jun 2020
        Replying to @croncobaurul @nickstenning

        Five years old article. Embarrassing, yes. Did things get better? Probably. Should we push for improvement? Yes, very much. We are not victims here, we can and should demand and do better.

        3 replies 1 retweet 16 likes
      4. Show replies
      1. New conversation
      2. Serkan Sipahi‏ @Bitcollage 20 Jun 2020
        Replying to @nickstenning

        ...the left on is Obama, right?

        2 replies 0 retweets 1 like
      3. Oryctérope Malin‏ @OrycteropeM 20 Jun 2020
        Replying to @Bitcollage @nickstenning

        I think so.

        0 replies 0 retweets 1 like
      4. End of conversation
      1. Thomas Jollans‏ @freezombie 20 Jun 2020
        Replying to @nickstenning @sonniesedge

        Yes but in this particular case it's actually a reason to get the US police to misuse this software

        0 replies 0 retweets 8 likes
        Thanks. Twitter will use this to make your timeline better. Undo
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      1. New conversation
      2. Aʟᴇx Lᴏʜʀ‏ @lexLohr 20 Jun 2020
        Replying to @nickstenning @sonniesedge

        Machine learning is nothing but a system of nodes, each one tuned on a bias for an unspecific property of the input based on the training data. Each bias depends on the selection of the training data, which is influenced by every conscious and unconscious bias of the developer.

        4 replies 33 retweets 352 likes
      3. MaaS - Muffin_As_A_Service‏ @DJ_Steinbeck 20 Jun 2020
        Replying to @lexLohr @nickstenning @sonniesedge

        I was going to say isn't it down to the training set chosen by the devs, but you're a better wordsmith than I :)

        1 reply 0 retweets 13 likes
      4. Show replies

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