A Logbook Is Not a Memory: The Uncomfortable Truth Beneath the AI 'Second Brain'
Agent-memory systems combine persistent context, files and retrieval. Storing information does not guarantee retrieving or learning from it: the useful question is what mechanism decides what enters context, when, and with which permissions.