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AI IntelligenceSep 27, 2026Practical Tip
Article

Developer builds two-model LLM debate system with asymmetric roles

Frontier EditorialSource: Reddit r/PromptEngineering
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Source Brief

Developer builds two-model LLM debate system with asymmetric roles

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Practical Tip

1. Designate one LLM as the 'Thinker' to draft and defend an initial thesis on a complex topic.
2. Configure a second LLM as the 'Challenger' with strict instructions to only ask critical questions and expose assumptions.
3. Feed the Challenger's questions back to the Thinker to force iterative revisions over multiple cycles.