Seven principles of real memory for AI agents

Part 2 of 3 — "Memory for AI agents" Architecture. Concrete. With formulas and lifecycle. Article In the previous post I broke the "RAG = memory" pitch into three uncomfortable problems: a chunk doesn't know it's a chunk; retrieval has no structure, only cosine; time doesn't exist as a first-class concept. In short — RAG is search wearing the marketing word "memory." Today — what should be there instead . A disclaimer up front. I don't claim to have invented any single item on this list. Atomic