Here's the problem for Google: Gemini pukes out a perfect visual representation of actual systemic racism that pervades throughout modern corporate culture in the US. Daily interactions can be masked by platitudes and dog whistles. A poster of non-white celtic warriors cannot. Gemini refused to create an image of "a nice white man", saying it was "too spicy", but had no problem when asked for an image of "a nice blac…
There is an _actual problem_ that needs to be solved. If you ask generative AI for a picture of a "nurse", it will produce a picture of a white woman 100% of the time, without some additional prompting or fine tuning that encourages it to do something else. If you ask a generative AI for a picture of a "software engineer", it will produce a picture of a white guy 100% of the time, without some additional prompting or…
There is no problem with these examples if you assume that the person wants the statistically likely example... this is ML after all, this is exactly how it works.
If I ask you to think of a Elephant, what color do you think of? Wouldn't you expect an AI image to be the color you thought of?