AIBullisharXiv – CS AI · 10h ago7/10
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CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics
Researchers introduce CLR-voyance, a framework that treats inpatient clinical reasoning as a partially observable decision process with outcome-grounded rewards validated by clinicians. The resulting CLR-voyance-8B model outperforms GPT-5 and larger medical models on clinical benchmarks while maintaining generalist capabilities, and has been deployed in a hospital for six months.
🧠 GPT-5