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Here @FactTank explain the methods: https://www.pewinternet.org/essay/the-challenges-of-using-machine-learning-to-identify-gender-in-images/ … I think Pew basically taught the machine the bias they themselves had, as there was no solid way of knowing the gender identity of people on random photos.
But it begs the question - why seek to train the machines to identify gender in the first place. Why not just identify sex? I mean given that we know that gender identity is internal, subjective & invisible, why would they even start there? Its not like sex is wholly unimportant!pic.twitter.com/feXgCgsnTM
I think they are simply confused about the terminology re: sex / gender.
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