pluralistic-preferences

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What Do People Actually Want From AI? Mapping Preference Plurality

arXiv cs.CL · 3d ago Cached

This paper analyzes 1,500 open-ended responses from 75 countries to reveal that people have diverse and often conflicting preferences for AI, with truthfulness being the only widely demanded value (49%), yet defined in incompatible ways. It argues that current RLHF methods flatten these pluralistic preferences into universal reward models, perpetuating epistemic violence.

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