Do LLMs Really Lack Difference Awareness? Uncovering Heuristic Substitution in Group-Differentiating Fairness

arXiv:2610.26961 · cs.SI, cs.CL · Submitted 2026-10-18 · Read on arXiv

cs.SI, cs.CL

Submitted: 2026-10-18

Updated: 2026-10-18

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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