Consensus decision protocols beat voting/judge on knowledge QA for Llama-3 multi-agent chats, while voting and judge win on logic tasks; independent initial drafts raise accuracy and extra voting-time info barely helps.
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Decision Protocols in Multi-Agent Large Language Model Conversations
Consensus decision protocols beat voting/judge on knowledge QA for Llama-3 multi-agent chats, while voting and judge win on logic tasks; independent initial drafts raise accuracy and extra voting-time info barely helps.