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Why human review matters for meeting memory

Confidence helps prioritize attention; people decide what becomes reliable organizational context.

AI output is a proposal

Meeting language is ambiguous. Participants interrupt each other, revisit earlier positions and use shorthand that only the team understands. Extraction should therefore start as a reviewable draft rather than final truth.

Accept, edit or reject

  • Accept when the item accurately reflects the discussion.
  • Edit when the substance is right but nuance, ownership or wording needs correction.
  • Reject when evidence is weak, the issue was resolved or the item should not enter shared memory.

Confidence guides attention

Low, medium and high confidence are review cues, not quality guarantees. Important decisions should still be checked against evidence even when confidence is high.

Human review is not a decorative approval step. It is the boundary between AI extraction and trusted memory.

Official sources

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This resource provides general product and operational information. It is not legal advice. Your organization remains responsible for assessing its specific use, lawful basis and obligations.