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Deploy only if a two-week audit shows mechanical triage is at least 20% of meeting-adjacent hours and a 20-meeting holdout reaches at least 85% accuracy. Independent technical note mirroring the canonical version: https://withtai.com/blog/meeting-triage-assistant-deploy-only-if-two-gates-pass.php
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Carson Drake (2026) studied this question.
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