The Problem With Every Memory System Today mem0, Zep, Letta, MemPalace — they all make the same foundational assumption: Memory is a storage problem. Build a good enough database. Implement a smart enough retrieval mechanism. Inject the results into the LLM’s context. The model consumes the fragments. The model forgets. The cycle repeats. This post argues that assumption is architecturally wro