
AI Memory Pyramids (NEW Research)
Goda Go · 7:33
Covers the NAPM-Mem research paper (Qwen, July 2026) which replaces passive RAG retrieval with a structured 'memory pyramid' — raw conversations, typed records, topic clusters, user profiles — connected via provenance links and navigated by agents through tools. Demo shows a multi-agent system actively exploring layered memory to answer questions about past calls and travel plans, with claimed accuracy jump from 50% to 100% in evals.
Alösha's take: Directly relevant to how Claude Code's own memory system works — structured layers, active navigation vs. passive retrieval. Worth skimming the paper link for ideas on agent memory architecture.










