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Fair outputs, Biased Internals: Causal Potency and Asymmetry of Latent Bias in LLMs for High-Stakes Decisions
LLM输出看似公平但内部仍藏偏见，研究发现不同群体间因果效力不对称，警惕高风决策风险。
arXiv:2605.15217v1 Announce Type: new Abstract: Instruction-tuned language models exhibit behavioural fairness in high-stakes decisions while retainin…