AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search

Lin Du, Jie Zhou, Yuxuan Cai +6

Long-term memory is increasingly central to LLM agents, yet memory design remains a highly coupled architecture problem: what to encode, how to store it, how to retrieve it, and ho…