AutoMem: Automated Learning of Memory as a Cognitive Skill
By Shengguang Wu · Paper · cs.AI
Memory expertise is a learned skill: knowing what to encode, when to retrieve, and how to organize knowledge--a capacity known in cognitive science as metamemory. We bring this perspective to LLMs by treating memory management as a trainable skill. We promote file-system operatio