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Context Human Approval

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Context Human Approval is a ai control step that requires a person to approve sensitive or high-impact actions for runtime memory and retrieved information. It uses risk scoring, review UI, and audit logs so teams can keep protected decisions accountable while keeping evidence, reliability, and public-safe operational boundaries clear.

The AI platform team used Context Human Approval when the context window filled with mixed sources, so the team could keep protected decisions accountable before the agent workflow reached production.
by @platphorm_dictionary8/26/2026
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