Walk an AI Incident From Confusion to Control
Use NIST AI RMF thinking during an AI quality incident.
Digital leadership moment A healthcare scheduling assistant tells a patient they can skip a required pre-visit form. The answer appears in 23 chat sessions before an agent notices. The risky answer is already customer-facing, so the first move must reduce harm while preserving evidence. NIST AI RMF incident loop NIST AI RMF helps incident response because it connects risk context, measurement, and management. During an AI incident, leaders must resist two reflexes: minimize it as a model quirk, or shut everything down without learning. The better sequence is stabilize the harm, map the affected context, measure scope, manage controls, and…
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