Adversaries are continuously evolving their tactics, techniques, and procedures to evade both legacy and AI-native defenses, and they’re using AI to their advantage. Stopping them requires a new approach: humans and AI working together. While AI can correlate massive volumes of telemetry at machine speed, pattern recognition alone is not enough to stop modern attacks. Training on detections teaches models what happened, but not why it mattered.