Noisy-OR fusion

Perfect recall, 42.9% false positives: what stacking five detectors actually buys

A self-hosted 300B model's streaming corruption guard caught every bad generation and killed 42.9 percent of the good ones. The detectors were free. The rule that combined them was not.