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Ukrainian military experience shows that frontier model capability is just one factor in military AI advantage; the complete system of compression, distribution, adaptation, and resilience under combat conditions is equally important.
This paper proposes Sentinel Gateway, a middleware layer that enforces strict separation between trusted instruction channels and untrusted data channels to mitigate prompt injection in LLM agents, using signed runtime authorization tokens and offering audit logging capabilities.