The use of artificial intelligence and machine learning are becoming increasingly common in cybersecurity. These technologies offer the promise of greatly improving the quality of cybersecurity defenses but are also buzzwords prone to overhyped marketing. Evaluating these technologies in situ is an effective way to distinguish capability from marketing.