CHAL: Council of Hierarchical Agentic Language
arXiv:2605.12718v1 Announce Type: new
Abstract: Multi-agent debate has emerged as a promising approach for improving LLM reasoning on ground-truth tasks, yet current methodologies face certain structural limitations: debate tends to induce a martingal…