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She's a PhD researcher, not some kind of equality police, so presumably if the world suddenly became perfectly just overnight, she'd continue doing research but in a different area. I imagine all the AI biases that she is known for would still exist in this perfect world, the impacts would just be less disparate.

But this seems sort of like overengineering? I'm not sure we're at any substantial risk of the world suddenly becoming fair, so it seems odd to spend time worrying about what might happen if we run out problems to solve.