dalelane’s avatardalelane’s Twitter Archive—№ 18,975

  1. I’d like to make a @MLforKids project that helps kids to explore the kinds of AI ethics & bias issues in youtu.be/fMym_BKWQzk (which you should watch, btw)
    On twitter.com Twitter logo dalelane’s avatar ♻️ 3 Retweets ❤️ 3 Favorites Mood +3 🙂
    1. …in reply to @dalelane
      eg. get kids to train an image classifier to recognise photos of footballers vs hockey players. Initially train with photos of male footballers & female hockey players. Then show impact of that bias by testing with photo of female footballer (which it’ll hopefully get wrong!)
      Permalink On twitter.com Twitter logo dalelane’s avatar ❤️ 1 Favorite Mood -1 🙁
      1. …in reply to @dalelane
        Then allow kids to train a more balanced classifier so they can see the impact. I want some way to enable a discussion about what happens if our training data reflects biases and stereotypes. And what we can do about that.
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        1. …in reply to @dalelane
          Or something like that... like CEOs and nurses maybe? But so far, I’m not having any luck finding example images that would work. 🤔
          Permalink On twitter.com Twitter logo dalelane’s avatar Mood +7 🙂