AIGC Academic Disclosure Guide | Compliance Templates & AI Usage Statements
Guidelines for properly disclosing the use of Large Language Models and generative AI tools in academic research, thesis writing, and journal submissions.
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Guidelines for properly disclosing the use of Large Language Models and generative AI tools in academic research, thesis writing, and journal submissions.
- Understand AI disclosure policies across top academic institutions and major publishers
- Learn the clear line between legitimate academic editing and unauthorized ghostwriting
- Get copy-paste compliance declaration templates for methodologies, coding, and datasets
- Scope of disclosure: Explicitly declare the use of AI in methodologies or acknowledgments if it assisted data cleaning, scripting, or translations.
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Reviewed against COPE guidelines, Elsevier publishing ethics frameworks, and graduate school thesis declaration handbooks to ensure compliance standards.
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What this page helps you do first
- Understand AI disclosure policies across top academic institutions and major publishers
- Learn the clear line between legitimate academic editing and unauthorized ghostwriting
- Get copy-paste compliance declaration templates for methodologies, coding, and datasets
Core Principles of AIGC Academic Disclosures
As generative AI becomes more embedded in academic workflows, transparency remains the absolute baseline of research integrity. Listing any AI tool or large language model as a co-author is strictly prohibited by all major academic bodies.
However, using AI for copy editing, language polishing, code drafting, or chart rendering is widely accepted, provided it is openly declared. Authors must specify what tools were used, which sections they assisted, and how the results were validated.
- Scope of disclosure: Explicitly declare the use of AI in methodologies or acknowledgments if it assisted data cleaning, scripting, or translations.
- No co-authorship: Generative AI tools cannot be listed as authors or co-authors on any manuscript.
- Absolute responsibility: The human authors are fully accountable for the accuracy, validity, and scientific integrity of all data and statements.
Defining Compliance Statements for Specific Scenarios
Vague phrasing like "AI was used during writing" is insufficient. Academic guidelines require precise details, including the tool name, version number, query dates, and the specific tasks performed.
Depending on your usage, declarations generally fall into three standard types: language editing, code and scripting, and data visualization.
- Language editing: Clarify that the AI tool was solely used to improve readability and grammar without changing the intellectual ideas.
- Code generation: Note that script calculations or datasets were prepared with AI help, but fully tested and verified by the authors.
- Data visualization: Declare any generative models used to render figures or 3D mappings, ensuring all inputs represent original data.
Standard Declarations Templates for Theses and Journals
Many university graduate offices and journals now require a dedicated "AIGC Declaration" section right after the acknowledgments block.
We have compiled the most common compliant phrasing into standardized templates for students and researchers to integrate into their drafts.
- Independent polishing template: Declares that the model was only used for style improvements and not for generating original conclusions.
- Methodology disclosure template: For engineering majors, detailing how algorithms or simulation models were generated.
- Translation and transcription disclosure: Documents the use of translation models during raw source analysis or audio interview transcription.
Frequently asked questions
- What if a similarity check flags my polished text as AI-generated?
- Keep a history log of your original draft and the edited outputs. Proactively declaring "AI was used for language polishing" in your acknowledgments is the best compliance practice.
- Do I need to disclose AI-generated scripts in my thesis appendix?
- Yes. Scripts and code are core research methodologies. Note in your methodology section that the code was drafted with AI assistance and verified by the author.
- What if I did not use any AI tools at all?
- If no generative AI tools were used, no statement is necessary, unless your university requires a standard signed declaration form stating non-use.