Crash Out

Hallucinations survive because the model defends its first draft. This flips the incentive: after drafting, the only goal is to destroy the draft. Every claim gets attacked. Whatever is still standing is the answer.

When to use

• Factual questions, research, technical claims, debugging conclusions.
• Anywhere a confident wrong answer costs more than a slow right one.