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deep tech Microsoft Security Blog September 04, 2026

How to secure edge AI in customer-owned environments

AI Summary

In this article Edge AI changes the trust model for AI systems Constrain model actions through deterministic mediation Establish trust before releasing sensitive assets Verify runtime before releasing sensitive assets Verify artifacts that shape model behavior Next steps Edge AI moves model execution, model IP, customer data, and system authority into infrastructure the customer owns and operates. That changes who must verify the stack before sensitive assets are released.

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