When Memory Becomes Authority: Benchmarking Authority Collapse at the Memory Consolidation Boundary

Qiuyang Zhan, Rui Zhang, Sheng Guo +2

Persistent memory allows (self-evolving) LLM agents to adapt across tasks by consolidating heterogeneous interaction histories into reusable facts, preferences, observations, and r…