Collective Regimes in Multi-Agent LLMs under Reasoning Effort and Communication Topology

Machiko Hirota, Akshara Nadayanur Sathis Kanna, Ujwal Kumar +1

Multi-agent LLM systems are increasingly used for deliberation and evaluation, often under the assumption that greater peer interaction leads to more reliable consensus. Existing w…