arXiv cs.LG
· Papers
Memory Depth, Not Memory Access: Selective Parametric Consolidation for Long-Running Language Agents
arXiv:2606.26806v1 Announce Type: cross Abstract: Long-running language agents need more than memory access. Retrieval systems can fetch past facts at query time, but they do not decide which experiences should continue to shape behavior after the working context is unloaded. We study this separate problem as memory de