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<taps the sign> it is basically always a category error to use physical attributes to predict socially-contingent or constructed classes of actions. We should avoid such category errors as a matter of scientific rigor.

Our forthcoming NeurIPS position paper, led by @aolteanu.bsky.social, makes this argument (along with several related ones) in more depth. Rigorous AI/ML work should flow from explicit and rigorous premises, not just have a final evaluation that checks some rigor boxes. arxiv.org/abs/2506.14652