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In the SFW video above, five women who have never seen their own vulvas get into a vagina booth with a mirror to. The whole thing feels a little exploitative — Davey Wavey, the YouTuber who created it, is ultimately getting paid for this, after all — but the women s reactions are very sweet. Best line: I keep her shaved, so she looks like an old bald-headed man. Last fall, University of Virginia computer science professor Vicente Ordóñez noticed a pattern in some of the guesses made by image-recognition software he was building. “It would see a picture of a kitchen and more often than not associate it with women, not men, ” he says. That got Ordóñez wondering whether he and other researchers were unconsciously injecting biases into their software.
Sex objects Pictures shift men s view of women the Guardian
So he teamed up with colleagues to test two large collections of labeled photos used to “train” image-recognition software. Their results are illuminating. Two prominent research-image collections—including one supported by Microsoft and Facebook—display a predictable gender bias in their depiction of activities such as cooking and sports. Images of shopping and washing are linked to women, for example, while coaching and shooting are tied to men. Machine-learning software trained on the datasets didn’t just mirror those biases, it amplified them. If a photo set generally associated women with cooking, software trained by studying those photos and their labels created an even stronger association. Mark Yatskar, a researcher at the Allen Institute for Artificial Intelligence, says that this phenomenon could also amplify other biases in data, for example related to race.
“This could work to not only reinforce existing social biases but actually make them worse, ” says Yatskar, who worked with Ordóñez and others on the project while at the University of Washington. For the first time in history, a woman is the leading candidate for the presidential nomination of a major U. S. Political party. As Democrat Hillary Clinton wages her campaign to be the first female chief executive, what do Americans have to say in general about the prospects and qualifications of female candidates for high political offices? When it comes to essential traits of a leader, both men and women saw women as being more compassionate, organized and honest than men, and saw men as being more ambitious and decisive (though for most traits, an even higher share said both genders possess them equally). There was no overall consensus among the public in our survey on what holds women back from gaining top elective offices, though women were far more likely than men to cite societal and institutional factors as major reasons.
And 88% of women, compared with 76% of men, said that females getting less support from party leaders is a major reason.