In this episode, Herman and Corn Poppleberry sit down in Jerusalem to tackle a complex architectural question: why can’t we just store everything in a single vector database? They move beyond the "honeymoon phase" of Retrieval Augmented Generation (RAG) to discuss the necessity of a dedicated memory layer for AI agents. From the dangers of context poisoning to the benefits of using Graph RAG for personal relationships, the brothers explain why the future of AI intelligence lies in synthesis, not just storage. This is a deep dive into how we build systems that truly remember who we are.