Microsoft’s new e‑book and the surrounding product messaging make a clear, consequential claim: generative AI can shift Security Operations Centers (SOCs) from overwhelmed triage centers into proactive, high‑impact defense teams — reducing wasted analyst time, accelerating investigations, and improving remediation outcomes. That promise is both realistic and measurable in early deployments, but it also carries new operational, governance, and adversarial risks that security leaders must...