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Use case · Research

Literature and paper questions, checked against the paper

Ask what a paper actually reports, compare findings across papers, or get a structured peer review. Statements the sources don't support are flagged, not smoothed over.

Examples

Questions people ask

  • What sample size and effect size does this study report for the primary outcome?

  • Do these two papers agree on the mechanism? Where do they differ?

  • Write a peer review of the attached manuscript.

Suggested depth: Smart for quick questions; Full report for reviews.

Why Danphe

Why research teams use a council

  • Grounded in your PDFs

    Answers are built from the documents you upload. A statement with no support in them is labelled “Not supported”.

  • Independent readers

    Several models read the paper on their own before they see each other's answers, so one model's misreading is less likely to carry through.

  • Peer-review reports

    Full report mode has each model write a complete review, merges the strongest points and fact-checks every statement.

Good to know

On short closed questions the council matches the best single model rather than beating it. See the accuracy page for the numbers.

Next

Try it on your own documents

The Free plan includes 60 credits a month: about six Standard questions.