MemCut: Every Secret Leaves a Trail in the Long-Term Memory of LLM Agents.

arXiv:2610.21405v1 Announce Type: new Abstract: Long-term memory has become a crucial component of large language model (LLM) agents, with most research focusing on retrieving relevant information accurately and efficiently. However, a dependable memory system