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Jocelyn Kang

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#artificial intelligence Review Sep 2026

KnowBench: Effort Reduction as a Unified, Deployment-Grounded Benchmark for Clinical AI

Clinical AI systems are evaluated with instruments built for research settings (reference-based similarity metrics and expert rubric panels) that measure resemblance to an artifact rather than reduction of a burden. We introduce KnowBench, pioneered by Knowtex, whose unifying metric is Effort Reduction (ER): the propor...

Jocelyn Kang, Caroline Zhang · 0 citations

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