Hallucination Monitoring and Model Drift: Proven Safe Guide
A practical operations guide to catching silent AI failures: the four signals every hallucination monitoring stack needs, how to detect fabrication without ground truth, the four kinds of model drift and the metric that exposes each, starter thresholds, sampling economics, and the runbook to follow when an alert fires.
