MARJ
Using AI
AI-07L2
IUsing AIchecked 92 days ago14 min read

Hallucination Hunting: A Protocol for Verifying Output

You'll walk away with

A four-step verification checklist, applied to a real answer with the errors found written up

If it looks different

⚠️ Version note: which models search the web, and how well, changes fast. The protocol below doesn't depend on any particular feature. Last checked: 24 July 2026.

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  1. 01Two lawyers filed a brief full of cases that didn't exist
  2. 02Sort the claims by risk (2 min)
  3. 03Make it grade its own work (3 min)
  4. 04Verify against the primary source (5 min)
  5. 05Close the gaps properly (3 min)
  6. 06The prompt that prevents most of this
  7. 07Six common mistakes
  8. 40′Exercise, with a verifiable output
  9. 09Cheatsheet
  10. ▶The video and audio versions
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Got the output?

A four-step verification checklist, applied to a real answer with the errors found written up

Mark it when you've got the output in hand.
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