Counterfactual fairness audits of multi-step clinical LLM agents require a measured per-action instability floor
Read the original at arxiv.org→arXiv:2609.03221v1 Announce Type: new Abstract: Counterfactual audits are the standard tool for checking whether a clinical agent treats demographically distinct but clinically identical patients differently. They...
Original headline: "Counterfactual Fairness Audits of Multi-Step Clinical LLM Agents Require a Measured Per-Action Instability Floor"
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- Sep 4, 04:00 UTC arXiv cs.CL lead source Counterfactual Fairness Audits of Multi-Step Clinical LLM Agents Require a Measured Per-Action Instability Floor