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Google to pause Gemini AI image generation after refusing to show White people.
(www.foxbusiness.com)
this post was submitted on 25 Feb 2024
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The guy who leads this group is extremely vocal (almost weirdly so) about white privilege and systemic racism. He is also white. It's true that many AI models have white-bias. The reasons for this are multi-faceted. Our datasets are grossly imbalanced against racial minorities. I also think I understand that for some darker-skinned races, it is more difficult for the model to extract relevant features from the shitty Flickr photos they scrape for these models.
That said, injecting words into the users prompt to force the model to generate minorities more often is an extremely naive approach. Kind of like if Google added "reddit" to all searches just because it worked for some specific test cases, but ignoring that you now no longer get any site except reddit. Probably the solution here looks like paying a lot of money for high quality datasets as well as investing in user education and more AI explainability of these tools.