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AI Models Are Infrastructure Now — Secure Them Like It

Jun 26, 2026 by R. Chen

When banks, hospitals and logistics firms route decisions through a handful of foundation models, those models inherit critical-infrastructure status whether regulators say so or not. Poisoned training data or stolen weights now have sector-wide blast radius.

The dependency map nobody drew

Most organisations cannot list which of their processes call which model. Until that dependency map exists, AI risk management is guesswork wearing a governance framework.


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