Agent Debate - Truth Through Disagreement

Agent Debate implements the multi-agent debate paradigm for improving accuracy through structured disagreement.

The core insight: Multiple agents answering independently, then critiquing each other, produces more accurate results than single agents—especially on complex reasoning tasks.

The Analogy: Panel Discussion

Single Expert	Panel Debate
One perspective	Multiple viewpoints
No one to catch errors	Peers identify mistakes
Confident but possibly wrong	Confidence requires surviving critique
Confirmation bias unchecked	Contradictions surface

When to Use Agent Debate

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Source

skills.volces.c…oncatbot

First Seen

Apr 8, 2026