Quality

Testing, evaluation, metrics and data quality: whether a system does what it should.

Jul 24, 2026 Quality · AI · 5 min Measuring an anomaly detector: ROC AUC 0.9998, precision 0.12 Why ROC AUC flatters rare-event detectors, and why the alert budget ended up mattering more than the model.