Diagnosing Retrieval vs. Utilization Bottlenecks in LLM Agent Memory

Boqin Yuan, Yue Su, Kun Yao

Memory-augmented LLM agents store and retrieve information from prior interactions, yet the relative importance of how memories are written versus how they are retrieved remains un…