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Research paper: https://arxiv.org/abs/2607.05794
I don't remember the last time a research paper got me THIS excited. "From passive retrieval to active memory navigation" instead of your AI searching through memory chunks and getting confused, it gets tools to EXPLORE your memories. Like a human would.
So I rebuilt my AI Second Brain's memory around it. In this video: the paper explained simply, my real memory pyramid 5,763 of my own messages, semantically clustered into constellations and live tests where GoBot answers "what was my call about last week?" without me ever saying "search my memory."
CHAPTERS
0:00 The Research Paper
0:12 Why RAG Breaks
1:34 NapMem (Qwen team, July 2026): memory as an action space
3:00 Live test 1
5:05 Live test 2
6:34 Evals
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AI Maker Residence 3
The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code.
Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence.
◆ Fri 09 Oct 2026◆ KOKO Cafe, London◆ With Nick Sarafa
