Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation

Wenzhi Li, Dong Nie, Rui Lan +7

Large language model (LLM) agents operate in dynamic environments where knowledge continuously evolves. Existing memory systems typically treat external memory as a monotonically g…