> I'm not sure people in these comments are reading this paper correctly. > This seems to essentially disprove the whole idea of multi-agent setups like Chain-of-thought and LLM-Debate.

I'm not sure you have read the paper at all. Chain of thought prompting is not a multi-agent algorithm. The paper says that it enhances existing methods such as prompt engineering (chain of thought) and multi-agent debate. The sampling method presented in the paper is orthogonal to those methods.