MemReader: From Passive to Active Extraction for Long-Term Agent Memory
arXiv:2604.07877v2 Announce Type: replace
Abstract: Long-term memory is fundamental for personalized and autonomous agents, yet populating it remains a bottleneck. Existing systems treat memory extraction as a one-shot, passive transcription from cont…