How to disclose AI use in a research paper | RISE Research

TL;DR: How to disclose AI use in a research paper depends on the journal or institution you are submitting to. Most peer-reviewed journals now require a dedicated AI disclosure statement in your methods section or acknowledgements. The safe principle is simple: disclose any AI tool that touched your work, and ensure every idea and conclusion is your own. Students in RISE receive mentor guidance on disclosure norms for their specific target journal. Our deadline is closing soon.

Introduction

You have used an AI tool somewhere in your research process. Maybe it was for grammar editing. Maybe it helped you search literature or clean a dataset. Now you are preparing to submit, and the journal asks for an AI disclosure statement. You are not sure what to write, or whether you even need to disclose at all.

This is the real situation most student researchers face in 2026. Knowing how to disclose AI use in a research paper is no longer optional. Journals, universities, and academic conferences have moved fast on this. Policies vary, consequences for non-disclosure are real, and the norms are still forming. This post gives you a straight answer: what to disclose, where to put it, and how to write it.

How to Disclose AI Use in a Research Paper: The Direct Answer

Most journals require a brief AI disclosure statement placed in the methods section or acknowledgements. State which tool you used, what task it performed, and confirm that you reviewed and take responsibility for all outputs. If the journal has a specific policy, follow it exactly. If it does not, disclose anyway.

Here is what the disclosure process actually looks like, step by step.

Step 1: Check the journal's policy before you write a word of your disclosure. Every major journal publisher now has a stated position. Nature Portfolio, Elsevier, Springer, and Wiley all publish AI authorship and disclosure policies on their submission guidelines pages. Some journals require a standalone section. Others ask for a sentence in the acknowledgements. A small number prohibit certain AI uses entirely. Read the specific journal's instructions to authors before drafting your statement.

Step 2: List every AI tool that had meaningful contact with your work. This includes large language models used for writing assistance, AI-powered grammar tools like Grammarly's generative features, AI literature search tools, image generation tools if figures were involved, and any code-generation assistants like GitHub Copilot. Tools used only for spell-check at the basic level are generally not required to be disclosed, but when in doubt, include them.

Step 3: Describe the task, not just the tool. A strong disclosure statement names the tool and explains its specific role. Compare these two versions:

Weak version: "AI was used in the preparation of this manuscript."

Strong version: "The authors used ChatGPT (OpenAI, GPT-4, accessed March 2025) to assist with grammar editing of the final manuscript. All scientific content, analysis, and conclusions were developed by the authors. The authors reviewed and take full responsibility for all content."

The strong version tells the editor exactly what happened. It protects you because it is specific. It also signals that you understand the distinction between tool use and intellectual ownership.

Step 4: Confirm human authorship of ideas and analysis. Every credible disclosure statement ends with a sentence confirming that the authors reviewed all AI-generated content and that the intellectual contribution is theirs. This is not optional. It is the core of what journals are asking you to certify.

Step 5: Place the statement correctly. For most journals, AI disclosure belongs in the methods section if the AI was used in data collection, analysis, or literature review. It belongs in the acknowledgements if it was used only for writing assistance. Some journals now have a dedicated "AI Disclosure" field in their submission portal. Use whatever structure the journal specifies.

What Are Journals and Universities Actually Looking For?

Editors and reviewers are not trying to catch you using AI. They are trying to verify that the intellectual work is yours and that the paper's conclusions can be trusted. A clear, specific disclosure statement signals academic integrity. A vague or missing one raises questions that can delay or reject your submission.

The Nature Portfolio's editorial policies, updated in 2023 and refined since, state that AI tools cannot be listed as authors and that their use must be disclosed in the methods or acknowledgements. Elsevier's policy, published on its author guidelines pages, similarly requires disclosure of generative AI use in writing and asks authors to confirm they reviewed all outputs. These policies are publicly available and editors check compliance during peer review.

What reads as credible: a specific statement that names the tool, the version, the date accessed, and the task. What reads as evasive: a generic sentence that says AI was used without saying how. What gets flagged: a paper where AI-generated prose patterns are detectable but no disclosure appears. Detection tools are imperfect, but process evidence matters. If a reviewer suspects undisclosed AI use and asks you to walk through your drafting process, you need to be able to do that.

For high school students submitting to peer-reviewed journals, the same standards apply as for university researchers. Journals do not lower the bar because of your age. They raise the stakes, because a published paper with your name on it is a permanent record. See the RISE Publications page to understand what a credible student publication looks like.

Common Mistakes When Disclosing AI Use in a Research Paper

The most common mistake is disclosing nothing because the student believes their AI use was minor. Minor use still requires disclosure if the journal policy says so. Grammar assistance, literature search help, and code suggestions all count under many current policies. When in doubt, disclose.

The second mistake is writing a disclosure statement that is too vague to be useful. Saying "AI tools were used" without naming the tool, the version, or the task gives editors nothing to evaluate. Specificity is what makes a disclosure credible.

The third mistake is disclosing in the wrong place. If your journal requires a methods-section statement and you put it only in the acknowledgements, the submission may be returned for revision. Read the submission guidelines for the specific journal, not a generic guide.

The fourth mistake is treating the disclosure statement as a formality rather than a factual account. Some students write disclosures that do not match what they actually did. If you used an AI tool to help draft a paragraph and later rewrote it entirely, say that. Accuracy matters more than minimising the appearance of AI use. You can read more about why high school research papers get rejected to understand how editorial decisions are made.

The fifth mistake is not keeping records. If a journal or institution asks you to demonstrate that your AI use was as described, you need version history, saved chat logs, or draft records to show the progression of your work. Start keeping these from the beginning of your project.

How RISE Students Handle AI Disclosure

RISE pairs every student with a PhD-level mentor who has published in peer-reviewed journals. That mentor knows the disclosure norms for the specific journals RISE students target. When a student uses any tool during the research process, the mentor guides them on what to disclose, where to place it, and how to write the statement so it meets the journal's requirements.

This matters because disclosure norms vary by journal, by field, and by the type of AI use involved. A mentor who has navigated peer review for years knows the difference between what a journal's written policy says and how editors actually apply it. That knowledge is not available from a generic guide.

RISE's 90% publication success rate reflects a process where students produce original, mentor-supervised work they can fully defend. Every part of the paper, including how AI tools were used and disclosed, is handled with the rigour that peer review demands. Students who complete RISE finish with a published paper and the ability to explain every decision they made, including their disclosure statement, in any university interview. See RISE Results for admissions outcomes from scholars who have gone through this process.

Our deadline is closing soon. Book a free Research Assessment to find out what is achievable in your timeline.

RISE students produce original, mentor-supervised, peer-reviewed work they can defend in any interview or application. Our deadline is closing soon. Book a free Research Assessment to find out what is achievable in your timeline.

What to Actually Do: Practical Guidance on AI Disclosure

Keep a running log of every AI tool you use from the first day of your project. Record the tool name, the version or model, the date, and the task. This log becomes the source material for your disclosure statement and protects you if questions arise later.

Check the target journal's author guidelines before you begin writing, not after. If you are planning to submit to a specific journal, read its AI policy now. Some journals updated their policies in 2024 and 2025, so check the current version on the journal's official site, not a cached or third-party summary.

Write your disclosure statement in the same draft cycle as your methods section. Do not leave it for the final submission day. A disclosure written under time pressure is more likely to be vague or inaccurate.

If you are submitting to a university programme or competition rather than a journal, check whether the programme has its own AI policy. Many selective programmes now ask applicants to certify the originality of submitted work. The same disclosure principle applies: be specific, be accurate, and be ready to discuss your process. For students planning a full research timeline, the four-year research plan guide covers how to build good research habits from the start.

Finally, be ready to discuss your work in detail. The strongest protection against any question about AI use is the ability to explain every part of your research: your methodology, your analysis, your conclusions, and your tool use. If you can do that, your disclosure statement is a formality. If you cannot, it is a liability. See also the RISE guide on how to format a research paper for journal submission for related preparation steps.

Frequently Asked Questions About AI Disclosure in Research Papers

Can colleges or journals verify whether I used AI in my research paper?

Detection tools exist but are imperfect. Journals and universities increasingly rely on process evidence: draft history, the ability to discuss your work in detail, and the consistency of your writing across different contexts. A student who cannot explain their own methodology is more likely to face scrutiny than one who discloses tool use clearly and can walk through every decision.

What if I only used AI for grammar checking? Do I still need to disclose?

It depends on the journal. Basic spell-check is generally not covered by AI disclosure policies. Generative grammar tools that rewrite sentences, such as certain Grammarly features or AI writing assistants, fall under many journals' disclosure requirements. Check the specific journal's policy. If the policy is ambiguous, disclose the tool and describe the limited task. Disclosure costs you nothing; non-disclosure can cost you a publication.

Can I list an AI tool as a co-author on my paper?

No. The Nature Portfolio, Elsevier, Springer, Wiley, and most major publishers explicitly state that AI tools cannot be listed as authors. Authorship requires the ability to take responsibility for the work, respond to questions, and give consent. AI tools cannot do any of these. List all human contributors as authors and disclose AI tool use in the methods or acknowledgements.

What happens if I fail to disclose AI use and the journal finds out?

Consequences range from a request to add a disclosure statement, to retraction of the paper, to a formal misconduct finding depending on the journal and the severity of the undisclosed use. For high school students, a retracted paper is worse than no paper. The risk is not worth it. Disclosure is the correct and safe choice.

Does disclosing AI use make my paper look less credible to admissions officers?

No. A published paper with a transparent disclosure statement is more credible than one with no disclosure, because it signals that the student understands and follows academic norms. Admissions officers at selective universities value integrity and process transparency. A student who can explain exactly how they used AI tools and why demonstrates the kind of intellectual maturity that top programmes select for. You can see how RISE scholars present published research in applications on the Common App research guide.

Conclusion

AI disclosure in research is not a bureaucratic hurdle. It is the practice of academic integrity applied to new tools. The principle is straightforward: disclose what you used, describe the task, confirm the intellectual work is yours, and follow the specific journal's policy. Students who do this consistently build a research record that is transparent, defensible, and credible.

RISE students learn these norms directly from PhD mentors who navigate peer review every year. They finish the programme with a published paper, a clear disclosure record, and the ability to discuss every part of their work in any admissions context. Explore the RISE Mentors and RISE Projects to see what that looks like in practice. Our deadline is closing soon. Book a free Research Assessment to find out what is achievable in your timeline.