Key takeaways
- ChatGPT is most safely used for permitted preparatory tasks—not for writing graded prose.
- Thesis use requires supervisor approval and explicit disclosure in most institutions.
- Never use ChatGPT to generate citations, data, or statistical analysis.
ChatGPT can accelerate legitimate parts of the research and writing process when used within policy boundaries. The best practices differ depending on whether you are writing a weekly essay, a semester research project, or a multi-year thesis. This guide covers all three.
For coursework essays
- Use ChatGPT to brainstorm angles after you have read the core readings yourself.
- Never submit ChatGPT prose without rewriting every sentence from your understanding.
- Verify every citation ChatGPT suggests—it frequently hallucinates references.
- Include an AI acknowledgement if your syllabus requires it.
- Run your final draft through your institution's plagiarism and AI checker before submission.
For research projects and dissertations
- Discuss AI use with your supervisor at the project outset.
- Use ChatGPT for literature keyword generation, not for reading or summarising sources you have not verified.
- Never use ChatGPT to analyse your data or interpret statistical output.
- Document AI assistance in your methodology or acknowledgements chapter.
- Keep a research log showing which ideas came from reading vs AI brainstorming.
For thesis and dissertation writing
Thesis AI policies are typically the strictest. Many institutions prohibit AI in the core analytical chapters while permitting it for grammar checking or translation with disclosure. Confirm with your graduate office before using any generative AI tool on thesis text.
- 1Obtain written supervisor approval for any AI tool use on thesis chapters.
- 2Declare AI assistance in the thesis front matter.
- 3Never use AI to write your literature review synthesis—that is the core intellectual contribution.
- 4Use AI to check grammar on text you wrote, not to generate text you claim to have written.
- 5Submit drafts through Turnitin pre-check before final submission.
Tasks ChatGPT should never perform in academic work
- Generating references or bibliographic entries without verification.
- Creating or interpreting statistical results.
- Writing personal reflections or ethical statements.
- Drafting exam answers or proctored assessment responses.
- Producing literature summaries that replace reading primary sources.