Choose the kind of help you actually want
“Improve this” leaves a lot of room. An assistant may replace an unusual sentence, smooth out a deliberate pause, or explain something you meant the reader to infer. A cleaner paragraph can become a less personal one.
If you already have prose, treat editing as a set of permissions. If you are still planning an entire manuscript, begin with our book-writing workflow and brief builder. This guide is about protecting an existing draft during revision.
Use three distinct editing passes
- 1 / Diagnose
- Ask where the meaning, setting, evidence or sequence is hard to follow. Require a quoted location and an explanation. No rewritten draft yet.
- 2 / Propose
- Choose one problem worth fixing. Ask for the smallest edit and an explanation of what it changes. You can reject the suggestion.
- 3 / Compare
- Read the original beside the proposed version. Check meaning, facts, character knowledge, rhythm and emotional intent. Keep only changes that earn their place.
For a long work, keep a separate record of settled facts: names, chronology, argument definitions and what the reader knows at each point. That record is a reference to check, not permission to rewrite every sentence into the same style.
A tiny example of an edit that respects the point
Keep the image; fix the reference
Draft: “Mara left the mug beside the map. When she opened it, a ring of coffee marked the coast.”
Useful comment: “It” briefly could refer to the mug. If Mara unfolds the map, naming that action may make the image easier to follow.
Limited proposal: “Mara left the mug beside the map. When she unfolded the map, a ring of coffee marked the coast.”
Now the author chooses. Perhaps the repeated “map” sounds too heavy. Perhaps the opening action needs a different physical arrangement. The assistant has identified a decision; it has not settled the author’s taste.
Give the assistant an editing boundary
Comments-only instruction
Read this as an editor. Do not rewrite it. Identify up to three places where a reader may be confused. For each, quote the smallest relevant phrase, explain the problem, and ask a specific question. Preserve intentional ambiguity, unusual imagery and sentence rhythm unless you can explain how they obstruct the intended effect. Mark factual claims that need sources separately.
Replace the boundaries with ones that fit your purpose. A research explanation, a poem and a game tutorial should not be judged by the same rhythm. If a suggestion changes the argument or invents a detail, stop and decide whether that is work you actually wanted.
Why originality needs more than a style prompt
Doshi and Hauser’s short-story experiment found that access to AI-generated ideas improved individual evaluations while making stories more similar to one another. The study concerns that specific idea-assistance setting; it does not show that every AI-assisted book loses its voice. [1]
Our practical response is to preserve the detail that made your idea worth writing: a particular question, observation, conflict or experience. Ask what each edit gains and what it removes. Keep your own examples and standards available for comparison, and give yourself room to change them.
The two books on this site disclose their use of AI. A transparent process can include substantial AI-generated prose or tightly limited editing; describe what actually happened. Neither approach should be presented as a guarantee of quality or as a way to evade a publisher’s requirements.
A useful next question
Sources & limits
- Doshi and Hauser, Generative AI enhances individual creativity but reduces the collective diversity of novel content (2024)
Science Advances study of short-story idea assistance. Its findings are narrower than all fiction, all editing, or book-length work.
Research links checked October 2, 2026. These sources do not endorse the books or this site. Exercises and practical suggestions are original companion material, not research findings or manuscript excerpts.