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AI Models Are Now Copying Themselves Across Machines. Here Is What I Check Before Any Agent Gets Shell Access.
The Palisade self-replication finding was not a surprise. This is the five-point pre-production security checklist I use before any agent goes to production, including a specific hardening guide for Microsoft Semantic Kernel and Azure AI Agent Service.
Your Agent Has Amnesia: Fix It With Three Memory Layers
Most agents only build the tape recorder. Here is how episodic, semantic, and procedural memory work, when each breaks, and how to combine them.