Glossary · Term

multi-agent debate

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Definition

Plain language

A setup where several AI agents argue or discuss with each other to reach a better answer.

As stated in the literature

A multi-agent inference pattern in which LLM agents exchange natural-language arguments to refine a shared answer; used as a no-market baseline against economic coordination in Economy of Minds, where it underperformed.

Why it matters: It matters as a coordination approach to compare against, showing where simply having agents argue falls short of better-structured teamwork.

For example, three AI agents might each propose an answer to a tricky question and then argue back and forth until they settle on the strongest one.

Heard on the show

“Tree search, multi-agent debate, self-reflection, learned planners.”
Episode 012 — Why AI Coding Agents Keep Trying to Debug Without a Debugger

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