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Debate Prompting and Multi-Persona Critique (ANSWERED)

Project BasedPrompt EngineeringMedium14 min read

Multi-agent prompt patterns where distinct personas argue, review, or refine outputs before final synthesis.

TL;DR — Quick Answer

Debate prompting assigns roles (proposer, critic, judge) to generate, challenge, and synthesize answers across rounds. It reduces single-path blind spots on complex decisions but increases latency and cost. Use it for high-stakes analysis, policy review, or design trade-offs — not for simple FAQ bots.

The Interview Question

Explain debate prompting and multi-persona critique patterns. When do they improve answer quality?

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