Definition: The intentional involvement of frontline leaders and program owners in steering how AI supports execution—especially for drift detection, escalation, and cultural alignment.
Why it Matters: Humans know the nuance. Without oversight, even smart AI drifts from your culture.
Common Mistake: Assuming “set and forget” is a safe AI strategy. Oversight is not optional.
Related Concepts: Supervisor-Led Calibration, Hybrid Reinforcement Loop, Execution Visibility
Sample Usage: “If no human is steering the AI, who’s watching the drift? Calibrated Human Oversight is the missing control layer.”
Synonyms:
calibrated-human-oversight