Check an AI Draft for the Reader Before You Publish

An AI-assisted notice can be faithful to its source and still leave a first-time reader unable to act. Before publishing, check what the source supports, what the reader needs, and who approves the final words. Those are three different questions.

For: Anyone using AI to draft a public event notice, community update, or other short message from a verified, non-sensitive source.

Use it to: Catch both invented details and important missing information before a human decides whether the message is ready.

A fictional flyer with a real communication problem

This puzzle swap, its people, notes, and candidate flyers are entirely constructed teaching examples. No event is taking place, no participant was contacted, and the sample text below is not an observed result of a separate AI model run.

The fictional source file says:

Line 1. A neighborhood puzzle swap is planned for Saturday, November 7, 2026, from 10 a.m. to noon. A library lobby reservation is confirmed. The note does not identify which library or give an address.

Line 2. Flyer copy is due Thursday, November 5, at noon.

Line 3. Sign-up wording was undecided in the earlier note; Maya was named as the decision owner.

Line 4. Leo offered boxes, but their number and availability are not confirmed.

Line 5. A separate, later fictional record dated Friday, October 30, 2026, at 9 a.m. says Maya approved this wording for this event: “No sign-up required. Drop in between 10 a.m. and noon.”

Yesterday's lesson showed how to use line 5 for a narrow revision without changing the older record. Now imagine the updated flyer is about to be shared. A constructed possible draft reads:

“Join our puzzle swap Saturday, November 7, 10 a.m.–noon, at the library, 100 Maple Street. No sign-up required. Free boxes will be available.”

It sounds complete, but “100 Maple Street” and “Free boxes will be available” have no support in these source lines. The street address is invented for this faulty example. Removing those claims fixes one problem; it exposes another: “at the library” still does not tell a newcomer which library. We cannot turn an unknown address into a confident one by asking AI to polish the sentence.

Check 1: Can you trace every factual word?

Make a small claim table before editing style:

A non-AI calendar check confirms November 7 is Saturday in 2026. In real work, also check that the underlying note is current and that the person who made the later decision had authority. A source line can support a sentence and still be stale.

OpenAI's accuracy guidance warns that fluent output can contain wrong facts and advises checking important details against reliable sources. The table above is one way to do that; OpenAI has not tested this fictional flyer.

Check 2: Can a first-time reader act?

Now read as someone who has never heard of the puzzle swap. Ask: What is this? When is it? Where exactly do I go? Do I need to sign up? The current source answers the first, second and fourth questions. It does not answer the exact-location question.

The U.S. General Services Administration's plain-language guidance recommends focusing on what the audience needs, while its organization guidance advises putting important information early. These are useful communication principles here, not a legal requirement for this imaginary flyer. A simple human check, if you can do one, is to ask a new reader to explain the notice in their own words and say what they would do. GSA describes that as paraphrase testing. We did not perform a reader test for this exercise.

The correct next move is to hold the flyer and ask the organizer for the library's exact name and location. Do not substitute a plausible branch, address, or map link. A draft can be accurate about the facts it states while still being incomplete for its audience.

Give AI a reader-focused assignment

Use only a source you are authorized to share with the AI service. Keep the source and draft separate, and tell the model who the reader is:

Task: Review this draft notice for a person attending for the first time. First, list each factual claim and the exact source line supporting it. Second, answer these reader questions using only the source: what, when, where exactly, and whether sign-up is needed. Third, list unsupported claims and missing answers. Then offer one short revised draft, putting verified event details first. Do not invent a library name, address, box promise, fee, or contact information. If an essential reader question is unanswered, mark the draft HOLD FOR ORGANIZER and ask one precise question. Do not send or publish anything.

Verified source: [paste the approved, non-sensitive numbered note and later decision record]

Current draft: [paste the draft]

OpenAI Academy's writing guidance recommends defining the goal, audience and ask, supplying material and constraints, and treating the output as a draft to review. That supports this prompt structure. It does not guarantee a correct response.

For the fictional notes, a human-written illustrative short draft could be: “Neighborhood puzzle swap — Saturday, November 7, 10 a.m.–noon. No sign-up required; drop in. HOLD FOR ORGANIZER: Which library and exact location should the flyer name?” It leaves the location visibly unresolved and is not ready to publish. The sample is not an observed AI output.

Check 3: Who decides it is ready?

The responsible organizer must verify the missing location from the actual record, review the complete flyer, and authorize sharing it. An AI “looks good” assessment is not approval. Even a reader who correctly repeats the draft cannot verify whether the organizer's facts have changed since the note was made.

Try it: Take one harmless, current notice you are allowed to use. Ask AI for a source-backed claim list and the four reader answers. Check the list yourself. If a necessary answer is missing, ask the responsible person; keep the draft on hold. If a real reader is available, invite them to paraphrase the notice and record what they actually say before revising.

Sources checked October 31, 2026: OpenAI Academy, “Writing with ChatGPT” (April 10, 2026); OpenAI, “Does ChatGPT tell the truth?” (page displayed “Updated: 8 days ago”); GSA Digital.gov Write for the reader, Organize the information, and Paraphrase testing (no dates visible). These sources support the general approach, not this imaginary event or a measured improvement.

Disclosure: AI assisted research and drafting. Short Briefing constructed and checked the fictional note, faulty draft, prompt and illustrative revision. No separate model response, actual reader test, real event, message sent, or performance gain is claimed. The companion video uses synthetic narration and original project graphics.