Author

Caroline Zhang

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#artificial intelligence Review Sep 2026

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

KnowBench, pioneered by Knowtex, is introduced, whose unifying metric is Effort Reduction (ER): the proportion of system-generated clinical work product accepted by the responsible clinician under expert and safety review, is introduced.

Jocelyn Kang, Caroline Zhang · 0 citations