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Clinical LLM Performance Improves by >300% When Provided With High-Quality Real-World Evidence in New Precision Medicine Benchmark

calendar_today September 23, 2026 person Megan Soffer domain atropos-health

Precision Evidence Bench is a first-of-its-kind benchmark that transforms how the healthcare ecosystem evaluates clinical AI. Unlike traditional medical AI benchmarks, it tests model performance against real-world clinical queries grounded in complex patient history. Findings demonstrate that clinical large language models (LLMs) struggle without direct patient context, but their accuracy improves by over 300% when […] The post Clinical LLM Performance Improves by >300% When Provided With High-Quality Real-World Evidence in New Precision Medicine Benchmark appeared first on Atropos Health .

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