What Actually Works in AI Memory

Logosofia no Dia a Dia · Apr 13, 2026 · 26m

AI memory frameworks promise systems that never forget, but in practice, intelligent forgetting is the hard problem. This episode digs into how production memory systems actually work: the naive append-only vector stores that dominate, the LLM-as-judge approach of mem0, and the temporal knowledge graphs powering Zep. We examine the architectural trade-offs, benchmark disputes, and why most memory systems today are less sophisticated than human memory consolidation. What does genuinely smart memory look like, and are we building it yet? Episode 2206 — myweirdprompts.com/n/2206 (permanent short…