LightMem

Researchers propose SF-AMS, a framework for strategic forgetting in LLM agent memory systems that replaces static retrieval with a utility-driven survival mechanism, achieving consistent gains over ba…

Researchers have developed S3MEM, a structured memory framework that improves long-horizon interactive question answering by converting agent trajectories into query-aligned evidence. In tests across …