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Use case · Research

Turn a long document into answers you can check

Go beyond a summary. Ask useful questions, trace the evidence, and understand what the document actually says.

Start with one question

A summary is useful, but it can hide the detail you actually need. Before uploading a document, write down one decision or question: “Which tasks belong to me?” is more useful than “Summarize this.” Use a public document or a file you are authorized to share.

Separate evidence from interpretation

Ask for a small table: claim, supporting passage, location, and uncertainty. A source reference is a starting point for checking, not a guarantee. Open the original and read the surrounding paragraph. Scanned pages, charts, and awkward layouts can change what the assistant can extract.

A useful first exercise

Try a public event brochure. Ask about registration, the cancellation deadline, and which sessions require separate booking. Check those three answers yourself. If a detail is missing, the useful answer is “not stated,” rather than a confident guess.

When you are finished

Keep the original document beside the final notes. Save corrections as well as the answer. This workflow is a proposed method, not a measured benchmark or a claim that every assistant reads every PDF accurately.

Make it practical, step by step

01

Pick a shareable document

Use a public or nonconfidential file. Remove personal details and check the assistant’s upload controls.

02

Ask one bounded question

Request answers only from the supplied material, with supporting passages and page or section references.

03

Check the references

Read each cited passage in the original. Look for omitted exceptions and conflicting sections.

04

Write a short decision note

Keep confirmed findings, unresolved questions, and the original source together.

A prompt to take with you

Using only the attached document, answer: [my question]. For each answer show the supporting passage and page or section. Separate direct statements from your interpretation. If the document does not say, write “not stated.” Do not invent page numbers.

A few things to keep in mind

  • Not a substitute for reading consequential contracts, policies, or professional advice.
  • This workflow has not yet been independently run and recorded by Afaai.

Sources & further reading

This is an idea to try; a recorded hands-on test isn’t available yet.

How we check and correct our work

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