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Yuan Li

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#artificial intelligence Preprint Oct 2026

CoverSynth: Coverage-Guided Generation of Retrieval Evaluation Sets

CoverSynth makes coverage and evidence quality explicit construction objectives, producing corpus-grounded evaluations that reveal retrieval headroom and differences between agent configurations that reveal unseen failure modes such as an inability of agents to handle underspecified or ambiguous requests.

Anahita Sharma, Apaar Shanker, Rishav Chakravarti et al. · 0 citations
#artificial intelligence Review Sep 2026

READY or Not: Reliable Enterprise Agent Deployment

Reliable Enterprise Agent Deployment (READY), a framework for qualifying AI agents for deployment on enterprise workflows, and provides a basis for comparing agent systems, setting oversight requirements, and making evidence-based deployment decisions.

Veronica Chatrath, Bryan Zhu, Jing-Xuan Fan et al. · 0 citations
Review Aug 2026

CliniCARE-Bench: Clinical Calibrated Audit of Medical Reasoning in EHR

CliniCARE-Bench is the first deployment-oriented clinical-agent benchmark to jointly evaluate real longitudinal EHR investigation, claim-level evidence grounding, governing-policy use, process adherence, and calibrated abstention within a common patient-level adjudication framework.

Veronica Chatrath, Bryan Zhu, George Pu et al. · 1 citation

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