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‘We definitely messed up’: why did Google AI tool make offensive historical images?
(www.theguardian.com)
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If you create an image generator that always returns clean cut white men whenever you ask it to produce a "doctor" or a "business man", but only ever spits out black when when you ask for a picture of someone cleaning, your PR department is going to have a bad time.
And even worse, it actually reinforces that image within users.