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there really is bias in the data being used to train AI. sure the "person" tag is not biased, but the captions are where things get interesting.
here's a group of people but not it's women who are preparing the meal:
http://mscoco.org/explore/?id=206280
here's police officers, emergency responders, cops, people, but also men and policemen:
http://mscoco.org/explore/?id=527086
based on this, i think the singularity is equally likely to happen or not happen, but either way it's going to be because our robot overlords are just fucking dumb as bricks.
https://www.wired.com/story/machines-taught-by-photos-learn-a-sexist-view-of-women/
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