MemCalib: Benchmarking and Optimizing Memory Use in LLM Agents.

arXiv:2609.24259v3 Announce Type: replace-cross Abstract: The effectiveness of agent memory ultimately depends on whether the underlying LLM gives each memory in context an appropriate degree of influence over its response. Yet this capability has remained lar