Paper page - EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
…stored content evolves while scoring functions, fusion strategies, and answer-generation policies remain frozen at deployment. We argue that truly adaptive memory requires co-evolution at two levels: the stored knowledge and…