Visibility Loops

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Definition: Feedback structures that surface behavior patterns—to both the AI and supervisors—in real time.


Why it Matters: You can’t reinforce what you can’t see. Visibility Loops close the gap between behavior and accountability.


Common Mistake: Confusing KPI dashboards with execution visibility. This is about behavior, not metrics.


Related Concepts: Drift Detection Logic, Execution Scorecards, Self-Coaching Feedback Loop


Sample Usage: “Without Visibility Loops, drift happens silently—and leadership becomes reactive.”

Synonyms:
visibility-loops
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