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Proxy reliance in large language model decisions is uncalibrated to predictive evidence
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research shows LLM decision-making conflates protected proxy attributes with predictive evidence, undermining standard demographic bias audits.
Open source