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Praveen Reddy

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Preprint Aug 2026

A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench

VITA's advantages in accuracy and completeness persisted under the neutral judge; its communication scores were lower, and this results indicate that a purpose-built clinical RAG system remains competitive with frontier LLMs on an open benchmark, consistent with corpus specificity as a design variable that improves grounding at some cost to communication polish.

Praveen Reddy, C. Mandke, Suvrankar Datta et al. · 0 citations