APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory.

arXiv:2610.02472v1 Announce Type: cross Abstract: Personalized LLM assistants must recover sparse evidence from long conversation histories across queries of varying complexity. We introduce APDMem (Agent-controlled Progressive Disclosure Memory), a hierarchic