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answer: direct
beat: ai-technology
source: 1 article · updated: October 17, 2026
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What evidence should a healthcare AI team keep after launch?

Teams should define intended use and version history, monitor performance and incidents in the relevant care setting, record meaningful changes, and document escalation and human oversight. The exact obligations depend on the product, jurisdiction and applicable regulation.

Answered in

The Hard Part of Medical AI Starts After the Accuracy Test

The UK’s AI Airlock Phase 3 puts post-market surveillance and lifecycle evidence in focus as healthcare AI changes after deployment.

Crashtech Editorial October 17, 2026 How AI Actually Works

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