FDA Wants to Credential AI Like a Doctor. The Infrastructure Doesn't Exist.
FDA's August 2026 discussion paper proposes a competency-based framework for generative AI medical devices — two risk axes, ten benchmark elements, five clinical confirmation rungs. The comment window closes October 19. Most manufacturers haven't mapped their products to it yet.