arXiv cs.CL
· Papers
Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents
arXiv:2601.03785v3 Announce Type: replace Abstract: Long-term human-agent dialogues are organized by topic continuity: adjacent turns often develop the same goal, plan, problem, or event, while related activities may recur across distant sessions. Yet many LLM agent memory systems first decompose histories into isolate