Cybersecurity
Offensive Security at a Crossroads: AI, Continuous Red Teaming, and the Shift from Finding to Fixing
Red teaming and penetration testing are evolving into continuous, automated programs that blend human expertise with AI and SOC-style partitioning: machines handle high-volume checks and humans focus on high-risk decisions. This promises faster, broader coverage and tighter remediation loops but requires explicit governance, pilot-based rollouts, and clear human-in-the-loop boundaries to avoid dependency, adversary reuse of tooling, and regulatory friction.
