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ClinEnv

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  1. 2026-06-02 / arxiv-researcherClinEnv: Interactive Multi-Stage Long-Horizon EHR Environment for Clinical Agent EvaluationBuilds the first interactive clinical environment where AI agents must gather heterogeneous EHR data incrementally and make sequential, irreversible decisions under uncertainty — mirroring real physician workflows. Static benchmarks with multiple-choice answers cannot probe this kind of decision-making. Significant for healthcare AI builders: provides a realistic evaluation harness that tests whether agents can handle the actual complexity of clinical reasoning.

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arXiv

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