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Stanford Graduate School of Business, Stanford University, Stanford, CA 94305
Stanford HAI1
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2
LLMs generate stark and homogeneous stereotypes that distort human interpretations, revealing a dangerous "stereotype hallucination" that undermines their predictive validity in novel contexts.