How to Disclose AI Use in Your Paper or Thesis
A complete AI disclosure is one to three sentences with four parts: the tool and version you used, what it did and in which sections, what you did to review the output, and an explicit statement that you take responsibility for the result. Write that once, then place it wherever your venue requires — a declaration section, the methods, the acknowledgments, or the thesis front matter — and you have satisfied nearly every policy in force in 2026.
The hard part, in other words, is not the writing; it is knowing the four parts and the placement rules. This article gives you both, plus five templates to adapt. What the policies themselves permit — which uses are allowed at which journals, universities, and funders — is a separate question, and it’s covered in our survey of what 2026 AI policies actually say. Here we assume your use is allowed and get it disclosed properly.
The four parts every disclosure needs
Editors and integrity offices read disclosures for one thing above all: whether you are claiming responsibility or trying to share it with software. The four parts exist to make that unambiguous.
- Tool and version. “ChatGPT (GPT-5, OpenAI)” — not “AI tools.” Versions matter because capabilities and failure rates differ by model, and a disclosure that names no version reads as written by someone who didn’t pay attention.
- What it did, and where. “Improved the clarity and phrasing of the Introduction and Discussion” or “suggested restructuring of Section 3.” The verb carries the weight: edited, reformatted, suggested sit on one side of the integrity line; drafted, generated, summarized the literature sit on the other and demand more detail, because the reader needs to know which words started as yours. That line — editing versus generation — is the entire ethics question, and our ChatGPT guide walks it in detail.
- Your review. One clause: “the author reviewed and edited all output.” Without it, the disclosure implies the machine’s text went in unread — which is the thing policies actually fear.
- Responsibility. “The authors take full responsibility for the content.” Every major publisher policy converges on this sentence because accountability is the reason AI can’t be an author in the first place. A disclosure missing it is missing the point.
Compress all four and you get the skeleton every template below is built on: I used [tool, version] to [verb] in [sections]; I reviewed and edited its output and take full responsibility for the final text.
Where it goes: the placement map
Placement is venue-specific, and getting it wrong means an editor asking you to move it — annoying, not fatal. The map as of July 2026:
| You’re writing a… | The disclosure goes… |
|---|---|
| Journal article (Elsevier) | Dedicated AI declaration section, placed before the references |
| Journal article (Springer Nature) | Methods section, or nearest equivalent |
| Journal article (IEEE) | Acknowledgments section, naming the system and the sections affected |
| Journal article (Science/AAAS) | Cover letter and acknowledgments and methods — all three |
| APA-style paper | Method section or author’s note; cite the tool with the company as author only when the AI’s output is itself a source |
| Thesis or dissertation | Front matter (a declarations page), unless your graduate school’s paperwork has its own AI form — check this week, not at submission |
| Coursework | Wherever the instructor’s syllabus says; absent a stated format, a short note at the end of the assignment |
| Grant application (NIH) | Nowhere — an application “substantially developed by AI” is ineligible for review, so the only safe disclosure story is one about editing assistance |
Two details from that table earn emphasis. First, APA’s September 2025 guidance draws a useful distinction the other policies imply: using AI for the writing process (brainstorming, outlining, editing) is disclosed in prose, not cited; citing a specific chat as a source is a different act with its own reference format. Second, thesis declarations are the fastest-moving row — many graduate schools added AI checkboxes to submission paperwork in the last two years, and the form outranks anything a blog post tells you.
Five templates to adapt
Adapt, don’t copy — a disclosure that doesn’t match what you actually did is worse than none.
Coursework (instructor permits AI with disclosure):
AI use note: I used Claude (Anthropic, Claude Sonnet 4.5) to reverse-outline my draft and flag unclear passages, and to check grammar in the final version. All ideas, sources, and final wording are my own; I reviewed every suggestion before accepting it.
Thesis front matter:
Declaration of AI assistance. During the preparation of this thesis, I used ChatGPT (GPT-5, OpenAI) to improve the clarity and phrasing of my own drafted text in Chapters 2 and 4, and to check consistency of terminology throughout. No text, analysis, or citation was generated by AI. I reviewed and edited all suggestions and take full responsibility for the content of this thesis.
Journal declaration section (Elsevier-style):
Declaration of generative AI use in the writing process. During the preparation of this work, the authors used Paperpal to improve the language and readability of the manuscript. After using this tool, the authors reviewed and edited the content as needed and take full responsibility for the content of the published article.
Methods paragraph (substantive use, the honest version):
Sections of the literature synthesis in Section 2 were drafted with assistance from GPT-5 (OpenAI) working from author-written outlines. All AI-drafted passages were revised by the authors, and every cited source was located, read, and verified by the authors against the original publication.
APA author’s note:
The author used ChatGPT (GPT-5, OpenAI) to brainstorm the structure of the argument and to edit for concision. The tool’s output was reviewed and revised throughout; the analysis and conclusions are the author’s own.
Notice what varies across the five: the verb (edit, check, draft-from-outline) and the scope (chapters, sections, the whole text). Notice what never varies: the review clause and the responsibility clause. Those two are the disclosure.
What you don’t have to disclose
The major publishers carve out mechanical assistance: Springer Nature says outright that AI-assisted copy editing — grammar, spelling, punctuation — needs no declaration, and IEEE treats “editing and grammar enhancement” as outside the intent of its policy. Spell-checkers, Grammarly in its traditional mode, and reference managers formatting your citations have never required disclosure and still don’t.
The carve-out has edges, though. The moment a tool rewrites sentences wholesale, restructures paragraphs, or supplies phrasing you wouldn’t have produced, you’ve crossed from copy editing into assisted writing, and the safe move is the one-sentence disclosure. The asymmetry that should settle every borderline case: no venue penalizes over-disclosure, and every venue penalizes concealment. Springer Nature has retracted papers at scale for undisclosed AI use; nobody has ever been sanctioned for admitting they used a grammar checker.
Disclosure is protection, not confession
The instinct to hide AI use comes from treating disclosure as an admission of weakness. In 2026 the incentives run the other way. A documented, disclosed process — what you used, what it did, what you verified — is precisely the evidence that clears you if an AI detector flags your work falsely, and detectors flag falsely often enough that no serious integrity office treats their scores as verdicts. The writer with a disclosure statement and a version history has a defense; the writer with neither is arguing feelings against a probability score.
Our own practice on this site follows the same rule we’ve just handed you: assistance disclosed, output verified, responsibility kept — the full workflow is on the about page. Write the four sentences, put them where your venue says, and spend the anxiety you save on the part that actually determines your paper’s fate: whether the claims inside it hold up.