40 Questions Editorss Should Ask Before Trusting AI
AI tools now touch every stage of your editorial work, from Grammarly corrections to ChatGPT headline suggestions to Claude structural reviews. The risk is not that these tools are wrong, but that accepting their recommendations without questioning them erodes the judgement that makes your publication distinct.
These are suggestions. Use the ones that fit your situation.
1When Grammarly flags a sentence as awkward, does it sound awkward to your ears, or does it sound awkward because it breaks standard grammar rules that your publication intentionally breaks?
2If you accept Hemingway App's suggestion to shorten every sentence under 15 words, what happens to writers who use longer sentences to build rhythm or create suspense?
3Does your Adobe Express AI headline suggestion sound generic compared to headlines you remember your publication being known for five years ago?
4When Claude suggests rewording a passage for clarity, does the new version lose the specific personality that made a writer worth hiring in the first place?
5Are you using Grammarly's consistency checks to enforce house style, or are you using them to enforce what the AI thinks consistency should look like?
6If you run three different writers' submissions through ChatGPT for tone analysis, would you be able to tell them apart afterwards?
7When you see Grammarly flag a contraction or colloquialism as informal, are you removing it because it actually weakens the piece or because the tool told you to?
8Does your publication have a written stylistic position on voice that you can check these AI suggestions against, or are you making ad hoc decisions?
9How many pieces have you edited this month where the only feedback you gave the writer was AI-generated suggestions instead of your own observation?
10If a writer has submitted the same structural problem three times, and you've only ever given them Grammarly feedback, have you actually taught them anything?
Structural and Strategic Editing
11When Claude flags a weak opening paragraph, did it identify the actual problem, or is the opening weak because the argument structure itself is flawed further down?
12Can Grammarly or Hemingway tell you whether a piece has done what it promised to do in the first paragraph, or are they only checking sentence-level mechanics?
13Have you read the full piece yourself before accepting AI suggestions, or are you relying on the AI to catch problems you haven't spotted yet?
14When ChatGPT suggests restructuring paragraphs, do you know whether it has understood the logical flow your writer intended?
15Does your publication have editorial principles about what kinds of stories you tell and how you tell them? If so, can your AI tools check for those, or can only humans?
16What structural problems has Grammarly or Hemingway completely missed in pieces you know had serious issues?
17When you edit a piece, are you spending time on things an AI could flag, or are you spending time on things only editorial judgement can identify?
18If you assigned a piece to a writer specifically to push them toward a new style or voice, will AI editing tools pull them back toward their baseline?
19Are there sections of your editing work that feel too important to hand to AI, and if so, what makes those sections different from the ones you have handed over?
20When Adobe Express suggests a headline, does it understand the context of your publication's recent coverage and what readers already expect from you?
Editorsial Judgement and Decision-Making
21What decision have you made in the last month where you were unsure whether you were using your own editorial instinct or following an AI recommendation?
22If you had to defend a recent editing decision to your publication's leadership, would you cite your own reasoning or the AI tool's reasoning?
23Can you articulate why you rejected the last three suggestions Grammarly or Claude made to you, beyond just feeling differently?
24When you choose between two ChatGPT-generated headlines, are you choosing based on your publication's strategy or based on which one looks more polished?
25Is there a piece in your recent backlog where you made the same edit decision the AI suggested, but the AI suggested it first?
26Do you have a documented editorial policy that your AI tools are supposed to support, or are the tools gradually defining your policy?
27How do you know when an AI suggestion is lazy editing versus when it's a genuine improvement you hadn't seen?
28If your publication's voice has changed noticeably in the last six months, could the shift be traced back to when you started using a particular AI tool?
29When you accept an AI suggestion without thinking, what are you training that AI tool to recommend next time?
30What would happen to your publication if every editor made the same decision about whether to trust AI tools?
Writer Development and Long-Term Impact
31When you use Claude to review a junior writer's draft, are you preparing feedback to give them, or are you replacing the feedback you would have written?
32Can you remember the last time you marked up a manuscript by hand and had a conversation with a writer about the editorial thinking behind your changes?
33If a writer submits work that Grammarly approves but you know has voice problems, how will they learn that distinction unless you show them?
34Are you using Hemingway App to teach writers about economy of language, or are you using it to avoid having that conversation with them?
35What patterns have you noticed in your writers' work that an AI tool would never flag because they are about publication strategy, not grammar?
36If you hired a writer who has only ever received AI-generated editorial feedback, what gaps might exist in their understanding of craft?
37How many writers at your publication could articulate your editorial voice well enough to write in it without a style guide?
38When ChatGPT suggests a rewrite of a passage, do you show the writer why the AI suggested it, or do you just apply the change?
39Are there senior writers at your publication who can tell you what feedback shaped them, and is any of it coming from AI tools now?
40If your publication lost access to all AI tools tomorrow, how much of your editorial capability would you lose?
How to use these questions
Before accepting any AI edit, ask yourself whether you would have made that change if the AI had not suggested it. If the answer is no, reject it.
Keep a weekly log of AI suggestions you reject and why. After a month, you will see patterns in where the tool misunderstands your publication.
Read one piece per week without using any AI tool. Notice what you see that the tools missed. That is the work only your judgement can do.
Once a quarter, sit down with a writer and explain an editorial change you made without showing them the AI suggestion first. Then show them the AI suggestion. Discuss the difference.
Write down your publication's voice in plain language. Show it to your AI tools. See whether their suggestions align with what you wrote. If not, you have found where automation and strategy diverge.