Causal Memory Policy: Making Memory Utility Identifiable by Intervening on Retrieval.

arXiv:2610.02070v3 Announce Type: replace Abstract: Memory-augmented large language models must decide which memories to retain, and recent systems do so by estimating each memory's effect on task performance. However, these estimates rely entirely on retrieve