Why Chat-Based AI Tools Fail in Operational Security: Building Capability vs. Productivity
January 28, 2026
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Most cybersecurity vendors now claim “AI integration,” but few can explain what their AI actually does or how it makes operational decisions. While chat-based AI tools like Microsoft Copilot excel at individual productivity tasks, they introduce dangerous variability when applied to operational security work that requires consistency, auditability, and institutional