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by b9a2cab5 1641 days ago
Certainly you can ask these questions but these are business process issues, not technical ones. They're unrelated to AI.

My personal take is you won't see any tangible movement on this until black women (or whatever group you choose) comprise a tangible proportion of revenue generating users. Corporations operate for money and nothing else.

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Of course they are related to what we call AI, because what we call AI is primarily dependent on the quality of the business processes behind data selection and testing. If there is a strong trend of business processes to create systematic errors in the results the technology generates (an AI trained in China sucking at recognising white people wouldn't be a counter example of this phenomenon, it would be the same issue) it's an underlying weakness of the technology, and the utility of the technology needs to be viewed in the context that it's likely compromised by biases in the business processes of its developers.

Black women or other groups not viewed as the mainstream target for an AI solution aren't going to form a tangible proportion of revenue generating users if the software doesn't function properly for them. And a lot of the use cases for AI analysis don't involve the unrepresented-in-corpus minority group being the consumer anyway, they involve it being used to screen them by a third party who's been sold the tool on the false premise that it's free from human bias.