Stop When Memory Suffices: Evidence-Conditioned Progressive Execution for LLM Agents

Yidan Lin, Kaixiang Wang, Jiong Lou +1

The continued development of LLMs toward persistent and adaptive intelligence increasingly requires long-term memory mechanisms that preserve and reuse information across interacti…