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Debate / Adversarial Pattern
Two agents argue opposite sides, a third judges — reduces bias and hallucination.
3 hours1 resources1 prereqs
3 roles:
- Proponent — argues a position
- Opponent — argues the opposite
- Judge — evaluates arguments, decides
Use cases:
- Medical/legal critical decisions (second opinion)
- Strategy proposals (pros vs cons)
- Hallucination detection (judge says "evidence insufficient for this claim")
MIT's "improving factuality" paper: debate reduces hallucination 20%+.