作者位次 #6/8ACL 2026Findings· Findings of ACL
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
Nuo Chen · Yicheng Tong · Yuzhe YANG · Yufei He · Xueyi Zhang · Zou Qingyun · Qian Wang · Bingsheng He
摘要
Multi-agent systems (MAS) are increasingly used for open-ended idea generation, driven by the expectation that collective interaction will broaden the exploration diversity. However, when and why such collaboration truly expands the solution space remains unclear. We present a systematic empirica...