2026-05-10•6 min readThe Filing Cabinet FallacyInfinite context isn't memory and RAG isn't learning. The next moat in AI agents is parametric compression of deployment experience, not bigger vector DBs.#ai-agents#continual-learning#llm-memory#rag#ai-strategy