Issue 14 · Nov 2–8, 2026Agent Age News magazine · Other editions · Method · HU / ENG

How AI is affecting healthcare, medicine and drug development, curated weekly

regulation · United States

FDA explores competency-based path for generative AI-enabled medical devices

Sep 28, 2026 · Issue 9 · 6 sources, 6 articles

The FDA is seeking input on a regulatory framework for medical devices that use generative AI, and is floating a competency-based path. The idea fits the lifecycle approach used for AI-based clinical decision support (CDS) and software as a medical device (SaMD).

Who is affected and how

medtech company
Should comment on the framework and prepare for stricter evidence of intended use and clinical risk.
health IT
Must align generative AI CDS development with the lifecycle-based approach.
health policy
Should follow how the competency-based approach, modelled on the way physicians are assessed, develops.

Narrative: AI must be licensed as a doctor

Sources

Machine-generated summary based on the titles and excerpts of the source articles. The source article is the authority for the facts. News monitoring, not medical advice: consult a doctor for health decisions.