Multi-Agent Debate

Why it matters

Debate shapes reasoning quality. Understanding shapes design.

The architecture

Multiple agents produce arguments.

Cross-critique rounds.

Judge picks or synthesize.

How it works end to end

Du et al. 2023.

Irving et al. 2018 (safety via debate).

Rounds + judge design.

Cost scales with rounds.