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sarahmei's profile
Sarah Mei
Sarah Mei
Sarah Mei
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@sarahmei

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Sarah MeiVerified account

@sarahmei

Software engineer & founder of @RailsBridge and @LivableCode. Currently stirring the pot at @SalesforceUX. She/her. ✨Twitter at the speed of parenting✨

San Francisco, CA
sarahmei.com
Joined March 2008

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    Sarah Mei‏Verified account @sarahmei Aug 14
    • Report Tweet

    Sarah Mei Retweeted Daniel Kelley

    SHOCKED. I am SHOCKED that a company full of biased people who don't think they're biased wrote a biased algorithm.https://twitter.com/danieljkelley/status/1161261463530614784 …

    Sarah Mei added,

    Daniel Kelley @danieljkelley
    "One of the algorithms incorrectly flagged 46% of inoffensive tweets by African American authors as offensive. Tests on bigger datasets, found that posts by African American authors were 1.5 times more likely to be labelled as offensive. " https://www.technologyreview.com/f/614144/googles-algorithm-for-detecting-hate-speech-looks-racially-biased/?utm_campaign=the_download.unpaid.engagement&utm_source=hs_email&utm_medium=email&utm_content=75630474&_hsenc=p2ANqtz-8zq4niBObVH51plBAjL7z9Z8PqtWQwXhTH9V2OGzI07kfpveDasz4uHhtTP4iRvLB1C9bsg7Y1IEJObPX4RaiR3bzu6Q&_hsmi=75630474 …
    Show this thread
    11:23 AM - 14 Aug 2019
    • 185 Retweets
    • 540 Likes
    • cansada joseph miller cardigan boyfriend kylie ⚡️tradley Jessica Ferron ray vargas Helen Найфельд-Worden Michael Omar
    9 replies 185 retweets 540 likes
      1. New conversation
      2. Sarah Mei‏Verified account @sarahmei Aug 14
        • Report Tweet

        "I took unconscious bias training, so now it's fixed!"pic.twitter.com/ejgTxm92b1

        1 reply 6 retweets 70 likes
        Show this thread
      3. Sarah Mei‏Verified account @sarahmei Aug 14
        • Report Tweet

        Sarah Mei Retweeted Mark Bessey

        This is a great point. "Algorithm" does seem a bit insufficient when you're talking about huge distributed systems displaying emergent behavior that tracks the emergent behavior of the people who created them.https://twitter.com/mbessey/status/1161708260769972224?s=20 …

        Sarah Mei added,

        Mark Bessey @mbessey
        Replying to @sarahmei
        I feel like we need a different word for these ML systems, other than “algorithm”. A giant matrix multiplication of thousands of (essentially) arbitrary factors is not an algorithm, in any useful sense.
        2 replies 7 retweets 43 likes
        Show this thread
      4. End of conversation
      1. New conversation
      2. Mark Bessey‏ @mbessey Aug 14
        • Report Tweet
        Replying to @sarahmei

        I feel like we need a different word for these ML systems, other than “algorithm”. A giant matrix multiplication of thousands of (essentially) arbitrary factors is not an algorithm, in any useful sense.

        4 replies 2 retweets 16 likes
      3. 1 more reply
      1. Ligerzero Gaming & Cosplay @ TwitchCon‏ @LigerzeroGaming Aug 14
        • Report Tweet
        Replying to @sarahmei

        Wow, it's almost like a group with no checks on their biases will express their biases in their code 🙄 How many years have we been yelling about this now?

        0 replies 1 retweet 5 likes
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      1. (((David A. Black)))‏ @david_a_black Aug 14
        • Report Tweet
        Replying to @sarahmei

        Considering that African Americans saying “Stop shooting us dead for no reason” is considered offensive by lots of people, I’m not surprised.

        0 replies 1 retweet 6 likes
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      1. Jeremy Gutzwiller‏ @JeremyGutzy Aug 14
        • Report Tweet
        Replying to @sarahmei

        Weapons of Math Destruction is the book that comes to mind that touches on these “algorithms”

        0 replies 0 retweets 3 likes
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      1. Bob Allen‏ @CuriousAgilist Aug 17
        • Report Tweet
        Replying to @sarahmei

        In days of old there were "bubble sorts". Now we have "bubble perpetuating AI".

        0 replies 1 retweet 1 like
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      1. K P  🔬 🎞‏ @resolvingdust Aug 14
        • Report Tweet
        Replying to @sarahmei @KimCrayton1

        +1

        0 replies 0 retweets 0 likes
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      1. Júlio C. B. Gardona‏ @jcbritogardona Aug 15
        • Report Tweet
        Replying to @sarahmei

        This algorithm would not even have to exist. People should be able to say whatever they want.

        0 replies 0 retweets 0 likes
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      1. David A.‏ @dmatech2 Aug 15
        • Report Tweet
        Replying to @sarahmei

        If you look at the paper at https://homes.cs.washington.edu/~msap/pdfs/sap2019risk.pdf …, you'll see exactly what's happening. Different groups simply find different words offensive, and each group would need its own classifier.

        0 replies 0 retweets 0 likes
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