10/15/2026
AI security isn't a new risk category. It breaks the determinism that traditional security controls quietly depend on, changing what effective defense looks like.
Every AI deployment has two systems: a deterministic application layer that needs hardening and a probabilistic intelligence layer that needs containment.
Securing both requires different approaches, and teams that treat them as one will find gaps exactly where the deterministic system hands control to the probabilistic one.
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