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Same Patient, Different Order: Action-Level Reliability of Clinical LLM Agents Under Repeated Runs

Bellibatlu, Rohith Reddy et al.
arXiv (OAI Expanded) · Papers
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artificial-intelligencecomputation-and-languagei-2-1i-2-7j-3machine-learningsoftware-engineering
A clinical agent benchmark can report the same verdict on identical inputs while the agent files a materially different order on each run. Such agents order tests, request medications and place referrals, yet benchmarks typically score one run per task and rarely ask whether identical inputs produce
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