How toAgents & ToolsThe Neuron · 2h ago

Audit automated summaries to catch fabricated details and altered facts

Summarization tools frequently exaggerate claims or introduce conclusions absent from the original source. Running a structured comparison prompt isolates unsupported claims and lets you clean up output before publication.

Try it yourself

1Paste the full source text alongside the AI summary under clear labels.
2Submit the comparison prompt to analyze each statement against the original content.
3Verify every identified quote manually to ensure the tool categorized the claim accurately.
4Remove unverified statements and explicitly label any interpretations drawn by the model.

Copy this prompt

Check this summary against the source text.

For each claim, show:
- The claim from the summary.
- The exact source passage and where to find it, or "no supporting passage."
- One label: STATED (the source says it), INTERPRETATION (a conclusion drawn from the source), or UNSUPPORTED (missing or contradictory evidence).
- Any wording that makes the claim stronger or more certain than the source.

Explain the reasoning behind interpretations. Suggest corrections for unsupported claims. Use only the supplied text.

SOURCE TEXT: [paste with titles, links, and dates]
AI SUMMARY: [paste]

Verification Fact Checking