Remember Before You're Asked: MemDream for Self-Probing Memory Evolution.

arXiv:2609.34545v1 Announce Type: new Abstract: Memory is essential for enabling LLM-based agents to maintain coherent, personalized behavior over long-horizon interactions. However, existing memory systems share a fundamental limitation: they never proactivel