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Author

Daniel Zhang

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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
Preprint Aug 2026

Rubric Dropout: A Simple Way to Mitigate Reward Hacking in Rubric-as-Reward RL

This work proposes Rubric Dropout, a one-line fix borrowed from neuron dropout that randomly drops a subset of the rubric's criteria before computing the reward, so the policy never optimizes the same rubric twice.

Minglai Yang, Xinyu Guo, Utkarsh Tyagi et al. · 0 citations

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks

ChainWorld, which composes atomic OSWorld tasks into long horizon desktop workloads through directional compatibility search while preserving the source evaluators, is studied, which contains 347 chains of length two to four and compares two renderings of the same task sequence.

Vincent Siu, Manasi Sharma, D. Song et al. · 0 citations

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