mmlu

Measuring Collapse and Correction in Homogeneous-Panel LLM Debatearxiv.org

The authors present an auditable protocol that records the dynamics of homogeneous multi‑agent LLM debates on multiple‑choice questions, tracking collapse, correction, and intervention utility. On 6,925 MMLU‑Pro debates they show that preventing collapses can also suppress useful corrections, and that early‑round disagreement predicts collapse risk.