Inside CrowdStrike’s Science-Backed Approach to Building Expert SOC Agents

Inside CrowdStrike’s Science-Backed Approach to Building Expert SOC Agents

Pillar #1: A Rich Corpus of Human-refined Data   Training an agent to make security decisions requires a fundamentally different approach than training machine-learning models that classify malware or score vulnerabilities. Cultivating analyst-grade decision-making requires expert judgment. To teach an agent why a decision was made, not merely what happened, requires human-annotated data that captures how analysts interpret context, evaluate sub…