Attention @black_in_ai, @TaelurAlexis, @ModFigsPodcast.
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RT @osazuwa
An image of @BarackObama getting upsampled into a white guy is floating around because it illustrates racial bias in #MachineLearning. Just in case you think it isn't real, it is, I got the code working locally. Here is me, and here is @AOC.
https://twitter.com/osazuwa/status/1274444300894572546
@peterdrake Here is a similar thread about this which was also interesting
@a1batross @peterdrake Hmm, that kinda makes sense. I do also wonder how much is just due to these models not being trained on as many non-whites in the first place
@death @a1batross @peterdrake You sure about this?
Someone should make a NN trained on all blacks and see how it works with whites, this would prove you right or wrong
@death @a1batross @peterdrake Haha well this goes right to my point...AIs aren't racist, you just gotta send it the right data
@blight @peterdrake @a1batross Not a particularly far-fetched claim but I find it more likely that it's not being fed enough non-white faces tbh
Says more about the devs than the racism of the AIs lol
@a1batross @blight @peterdrake heh heh
@a1batross @blight @peterdrake I would love to see this happen. somebody is sure to be this irresponsible with their AI
@a1batross @blight @peterdrake Haha well I am proud to say that my #Fedibooks bot @notcaseyrollins hasn't said anything racist, although @CvcvcvEbooks certainly does
so it's definitely all in the data
Potentially NSFW
@realcaseyrollins I never called you far left. I also enjoyed the Rule of Four series.
Potentially NSFW
@a1batross Both are wrong. #Trump's military advisers says we still have my main freeze on my PC either. Times out.
@blight @a1batross @realcaseyrollins
Not in the sense of "the AI has beliefs about white supremacy", but yes in the sense that AI systems can be used to deliberately or accidentally perpetuate racism (also sexism, ableism, etc.). The books "Weapons of Math Destruction" and "Technically Wrong" enumerate many examples.
One small example is the "racist soap dispenser", which astonishingly has been developed more than once:
https://www.youtube.com/watch?v=YJjv_OeiHmo
https://www.youtube.com/watch?v=WHynGQ9Vg30
There's no reason to believe that a person (or AI) *decided* to behave this way. It's much more likely that the development team and the training data were both devoid of dark skin.
@peterdrake This entire thread is quite fascinating, I highly recommend reading it.