What you will learn
  • Define an audience and purpose before requesting edits.
  • Separate structural revision from sentence polishing.
  • Ask for specific feedback with reasons and alternatives.
  • Detect changes that distort facts or intended meaning.
  • Preserve authorship through deliberate acceptance of edits.

Before you begin

Read USE03 on task briefs. Bring a short draft you wrote and are permitted to share; it can be a project explanation, email, or practice paragraph.

Decide what the writing should accomplish

A project description can be grammatically correct and still leave a reader unsure what happened. Before asking for edits, identify the purpose. Should readers understand your method, choose between options, or know what to do next? Then identify the audience and the knowledge they bring.

Writing voice is the recognizable pattern of choices in your wording, rhythm, and level of formality. It does not require unusual vocabulary. A direct student explanation may work better than an elaborate rewrite. Tell the assistant what to preserve: first-person observations, short sentences, cautious claims, or particular technical terms.

The draft remains your responsibility. AI can propose edits and point out ambiguity, but it cannot know which experience you actually had unless you supply it. An editor should not quietly turn ‘we tried’ into ‘we proved’ or invent results to make a conclusion sound stronger.

Revise from meaning to wording

Begin with structure. Does the opening state the subject? Does each paragraph advance one idea? Are the steps in an order readers can follow? Polishing every sentence before fixing a missing explanation can waste effort, because you may later remove the paragraph entirely.

Next inspect clarity at sentence level. Replace vague references such as ‘this made it better’ with the thing that changed and the observed result. Define a technical term when it first matters. Remove repetition that adds no information, while keeping necessary reminders for beginners.

Only then check mechanics such as grammar, punctuation, and spelling. These checks matter, but a grammatically polished unsupported claim remains unsupported. Ask for separate feedback categories so you can see whether an edit changes structure, meaning, evidence, or style.

A focused editing conversation

Weak prompt: ‘Make this sound professional: We changed the robot and it was way better.’ The assistant may replace vague language with equally unsupported certainty.

Improved prompt: ‘Help revise this project note for beginner readers. Preserve the facts and my direct tone. First identify missing information; do not invent results. Then propose a clearer version with placeholders where evidence is missing. Draft: We changed the robot and it was way better. Known facts: we reduced the speed setting from 80 to 60; on the same marked course, completed runs increased from 3 of 5 to 4 of 5. We did not test other courses.’

A careful revision might be: ‘We reduced the speed setting from 80 to 60. On the same marked course, the robot completed four of five runs, compared with three of five before the change. We have not tested whether this improvement holds on other courses.’ This communicates observations without claiming that the speed change is conclusively responsible or universally beneficial.

Follow-up prompt: ‘Explain which parts of your revision changed meaning and which only improved wording. Flag any causal claim stronger than our evidence.’ Verification: Compare every number, condition, and conclusion with your notes. The before-and-after counts are a small observation, not proof of a general performance advantage.

Ask for critique you can act on

‘This paragraph is confusing’ is less useful than ‘The phrase this result could refer to either the speed test or the sensor test.’ Request feedback that quotes the issue, explains its effect on readers, and suggests one or two fixes. You can then choose the revision that fits your intention.

For longer work, ask for an outline of the current draft before requesting a rewrite. If the assistant’s outline differs from what you intended, the structure may be unclear. Repair the missing connection yourself or ask for a targeted transition. This preserves control over the argument.

You can also ask for a skeptical reader’s questions. For the robot note, readers might ask whether the battery level, course layout, and surface stayed the same. These questions identify missing evidence. They do not give permission to fill the gaps with invented details.

Keep facts and authorship intact

Use a change review: original sentence, suggested sentence, reason, and whether the claim changed. This is especially useful when the draft includes measurements, quotations, or citations. Verify quotations against the source rather than trusting a polished paraphrase inside quotation marks.

Do not ask for imitation of a living author’s distinctive voice when ordinary style traits would meet your need. Describe traits such as concise, conversational, technically careful, or suitable for teenagers. Your own examples are a better reference for maintaining your voice.

For school or work, follow the rules governing AI assistance and disclosure. A permitted grammar check may be treated differently from generated substantive writing. Ask the responsible teacher or organization when the rule is unclear. UNESCO’s guidance discusses human agency and responsible educational use; your local assignment policy determines what is allowed for that submission.

Finish by reading the revision aloud and checking whether you would stand behind every sentence. If a phrase sounds impressive but you cannot explain it, replace it. Good editing makes the reader’s job easier while keeping the claims faithful to what you know.

Important terms

Audience
The readers whose needs and background shape the writing.
Voice
The recognizable choices of tone, wording, and rhythm in writing.
Structural revision
Changing the organization and connections between ideas.
Copyediting
Improving sentence-level clarity and mechanics.
Causal claim
A statement that one thing produced a change in another.

Mini project: Revise one project paragraph in stages

  1. Write 150–250 words about a project or practice activity. State the audience and the action or understanding you want readers to gain.
  2. Request structural feedback without a rewrite. Make one change that improves the order of ideas.
  3. Request sentence edits that preserve facts and voice. Review every changed claim against your notes.
  4. Read the result aloud and retain only edits you understand. Finish with a clearer draft and a short explanation of your three most useful revisions.

Common mistakes and debugging

  • Requesting ‘professional’ without defining the audience: name the readers and desired tone.
  • Allowing stronger claims than the evidence: compare verbs such as suggests, shows, and proves carefully.
  • Polishing before fixing structure: repair missing ideas before sentence-level editing.
  • Accepting every suggestion: evaluate whether each edit preserves your meaning.

Independent challenge

Write two versions of the robot note: one for classmates and one for a technical project log. Preserve all facts while changing the level of explanation and presentation.

Check your understanding: 10 questions

  1. Why state an audience before requesting edits?

  2. What should usually come before sentence polishing?

  3. Why is ‘the robot improved on every course’ unsupported by the example?

  4. What makes editorial feedback actionable?

  5. Who is responsible for the accepted final claims?

  6. In your own words, what does “Audience” mean?

  7. In your own words, what does “Voice” mean?

  8. In your own words, what does “Structural revision” mean?

  9. In your own words, what does “Copyediting” mean?

  10. In your own words, what does “Causal claim” mean?

Quiz answers

Reveal all 10 answers after your attempt
  1. The audience determines which terms need explanation and what level of detail is useful.
  2. Checking the purpose, organization, and connections between ideas.
  3. Only one marked course was tested, so the evidence does not cover other courses.
  4. It identifies a specific passage, explains the reader problem, and suggests a concrete revision.
  5. The writer who accepts and uses them; AI assistance does not transfer that responsibility.
  6. The readers whose needs and background shape the writing.
  7. The recognizable choices of tone, wording, and rhythm in writing.
  8. Changing the organization and connections between ideas.
  9. Improving sentence-level clarity and mechanics.
  10. A statement that one thing produced a change in another.

Summary

Give AI a clear editing purpose, revise structure before wording, and inspect every factual change. Accept edits deliberately so the final piece remains accurate and yours.

Continue learning

Continue with USE08 to use AI before drafting, when you are still generating and selecting ideas.

Choose a connected learning path

Sources and further reading

Prepared 2026-09-18. Draft; conceptual and arithmetic review complete. Robot results are explicitly illustrative, not an experimental report.