Sovereign Memory Bank: Autonomous Cognitive Memory for Agent Systems Every knowledge system I've built — and most I've encountered in the wild — treats memory the same way a warehouse treats inventory: it arrives, it gets shelved, and it waits passively for retrieval. That model is fundamentally broken for the class of problems I care about: agent reasoning, knowledge synthesis, and emergent…