How to Edit AI-Generated Peer Feedback on a Draft

To make AI-generated peer feedback useful, check each comment against the actual draft and assignment, then turn broad judgments into passage-specific observations and a next step the writer can choose. Prioritize the few issues that affect the reader's understanding most. The reviewer is responsible for the final comment; an AI suggestion is only a draft.

This workflow concerns feedback on someone else's writing, not automatic rewriting of the writer's sentences. Texas A&M's peer response guide emphasizes the responder's perspective and the writer's ownership of the draft. Cornell's feedback guidance recommends feedback that is specific, descriptive, and actionable. Those principles are especially useful when a tool produces fluent but generic praise or criticism.

Read the task and the draft before the AI feedback

Find the assignment prompt, rubric, intended audience, and the writer's current goal. Read the entire draft at least once without the tool's comments beside it. Note what the draft is trying to do, where you lose the thread, and what works. If the writer has asked for feedback on argument and organization, a list of comma edits will miss the task. If the assignment is a reflective narrative, a demand for a formal thesis may be misplaced.

You also need permission to put someone else's draft into an external tool. The document may contain unpublished work, personal details, or confidential sources. If permission or policy is unclear, review it without uploading. The guide to removing sensitive information before using an AI writing tool gives a practical privacy check; removal of identifiers does not itself grant permission to share another person's writing.

Set a narrow job for the tool

If use is permitted, ask for observations tied to the rubric rather than a rewrite or a grade. For example: “List places where the argument's evidence is hard to follow. Quote short passages and explain what a reader may misunderstand. Do not invent sources or write replacement paragraphs.” Then independently verify every quoted passage and page reference. The tool may cite text that is absent, misread a deliberate choice, or assume requirements the assignment never made.

Triage the output against the draft

Sort AI comments into three groups: supported and important, supported but lower priority, and unsupported or irrelevant. Locate the referenced passage for every retained suggestion. Ask whether the comment describes an actual reader problem and whether fixing it would help the writer's stated purpose. Remove comments that only say “be clearer,” “add detail,” or “improve flow” without identifying where and why.

Stanford's guide to responding to student writing puts higher-order concerns such as ideas and organization ahead of line edits. Central New Mexico's peer-review chapter likewise separates global issues from sentence-level editing. Use that order unless the writer requested a different focus. Two high-value comments are often more usable than a page of repeated generic advice.

Turn a verdict into an observation and choice

This is an invented teaching example, not a comment on a real student's paper. Imagine a draft whose second paragraph states a claim about campus transit, then gives an anecdote but does not explain how that anecdote supports the claim. A tool says: “Weak argument. Add more evidence.” That verdict tells the writer little. A reviewer could write: “In paragraph two, I can see the rider's experience, but I cannot yet tell how it supports the claim about the whole route. Could you explain what the example shows, or narrow the claim to what this account can establish?” The revised comment points to a location, explains a reader's difficulty, and gives options without taking over the draft.

Do not manufacture a missing citation to make a comment sound precise. If you cannot find a passage, the feedback should say so or omit the point. Avoid attributing motives or ability to the writer; describe the effect of the text on a reader.

Keep writer agency in the comment

A peer reviewer can report a reading experience and suggest a revision path, but the author decides whether the suggestion fits the purpose. Frame a comment as a question or possibility when more than one solution works. The Cleveland State peer-review chapter describes this as offering perspectives rather than directives. “I expected the example to connect back to the claim here” is more useful than “Delete this paragraph.”

Specific positive feedback matters too. Identify what a passage accomplishes so the writer knows what to preserve during revision. Praise must be grounded in the draft, not generated from a template. A comment such as “The opening defines the problem before the example, which helped me follow your purpose” names a real effect; “Great job!” does not.

Give a short, prioritized response

Start with one sentence about the draft's apparent aim and one or two strengths. Follow with the two or three changes that would most improve the reader's understanding. For each, cite the paragraph or a short phrase, describe the issue, and offer a possible next move. End with a genuine question the writer can answer during revision. University of Michigan's guidance for commenting on student writing distinguishes an overall response from selected margin comments; that format can keep feedback focused.

If you and the tool disagree, revisit the assignment and the exact passage. Do not present the tool's opinion as a second independent reviewer. You are accountable for what you send. Cornell's report on generative AI in teaching discusses guided use of AI feedback alongside critical review, rather than treating generated advice as authoritative.

Check the final feedback before sending

Read your comments as the writer would. Could each point be located in the draft? Is the proposed change possible within the assignment and word limit? Does the tone focus on the text rather than the person? Have you removed unsupported claims and duplicated suggestions? If your setting requires disclosure of AI assistance in peer review, follow that rule accurately.

Do not silently paste the tool's output. Personalize the comments by doing the reading yourself and keeping only observations you can defend. If you want to change the draft's sentences, ask the writer first; comparing suggested edits is a separate task, covered in the guide to evaluating AI text edits before accepting them.

Frequently asked questions

Should I send every AI-generated comment to the writer?

No. Retain only comments that you have verified against the draft and assignment and that help the writer make a meaningful decision. Combine repetitive comments and remove invented references or generic judgments.

Is sentence-level feedback always less important?

No. It depends on the stage and the writer's request. When argument or organization is still unsettled, address those first. On a near-final draft, a specific sentence-level concern may be exactly what the writer needs.

Can an AI tool grade my peer's paper?

A peer response should normally help the writer revise, not claim an authoritative grade. Follow the assignment's instructions. If a tool suggests a score, check whether scoring was requested and whether its rationale is supported; do not present an unverified number as your judgment.