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AgentFairBench: Do LLM Agents Discriminate When They Act?

cs.AI · 2026-06-15 · unverdicted · novelty 6.0

AgentFairBench is a multi-domain benchmark for demographic disparity in LLM agent actions, with a pilot showing no significant effect for Claude Haiku 4.5 after arity-matched noise correction.

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  • AgentFairBench: Do LLM Agents Discriminate When They Act? cs.AI · 2026-06-15 · unverdicted · none · ref 35

    AgentFairBench is a multi-domain benchmark for demographic disparity in LLM agent actions, with a pilot showing no significant effect for Claude Haiku 4.5 after arity-matched noise correction.