SLICE-Mem: Salience-Gated Lightweight Information Curation for Efficient LLM Agent Memory.

arXiv:2610.33015v1 Announce Type: cross Abstract: Long-term memory enables large language model (LLM) agents to maintain personalized and temporally coherent interactions, but repeated LLM inference for memory admission, extraction, and organization introduces