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adaptive-autonomy

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gusitllc / dynamic-confidence-bands

Defensive publication: per-action-type confidence bands with rolling recalibration and an auto/escalate/review routing trichotomy for AI agents.

human-in-the-loop ai-agents confidence-calibration prior-art defensive-publication agent-safety adaptive-autonomy

Updated Jun 25, 2026
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