DeliberationBench: When Do More Voices Hurt? A Controlled Study of Multi-LLM Deliberation Protocols

Vaarunay Kaushal, Taranveer Singh

Multi-agent systems where Large Language Models (LLMs) deliberate to form consensus have gained significant attention, yet their practical value over simpler methods remains under-…