Multiple agents can propose and challenge reasoning, but shared model biases or persuasive style may create false consensus. A judge needs evidence criteria independent of rhetoric.

Debate Diversifies Arguments, Not Ground Truth

Agreement among agents may reduce inconsistency but does not prove factual or ethical correctness. Correlated training, shared context, and copied errors can make unanimous systems wrong.

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