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Responsible AI in Education

How to Use AI Responsibly in Academic Work

AI rules differ by university, module and assessment. Here is how to check what is allowed, use tools transparently and avoid the most common risks.

Illustration of a document with an orange checklist beside it and a small circuit-style node connected by a dotted line, representing checking AI use against university policy

AI tools are now part of many students' daily lives. They can explain concepts, suggest ways to organise notes and help you practise your English. They can also produce text, summaries and references that look convincing but are wrong, and using them in the wrong way can breach your university's rules.

This guide does not tell you what your university allows, because rules differ. Instead, it explains how to find out, how to use AI tools transparently where they are permitted, and what risks to watch for.

Start with your policy, not the tool

There is no single rule for AI use in higher education. Policies can differ between:

  • universities, which may have a general policy or guidance;
  • faculties or departments, which may add their own expectations;
  • modules, where a lecturer may allow, limit or prohibit certain uses;
  • individual assessments, where the rules for an essay might differ from those for an exam, a presentation or a thesis.

The most specific instruction usually matters most. A general university statement may allow some uses, while your assessment brief may prohibit them for that particular task.

Policies also change, sometimes during a single academic year. Check again at the start of each module and before each major assessment. Our academic integrity page explains how AcademicDude works within these rules.

Declare your use where required

Many universities and modules that permit some AI use also require you to declare it. This might mean a statement in your submission, a section in your methodology, an appendix, or a specific declaration form.

A declaration typically explains which tool you used, what you used it for, and how you checked or changed what it produced. Follow the exact format your university asks for.

This is an illustrative wording only. Your university may require a specific form, template or level of detail. Always follow their instructions.

If your university has no requirement but you are unsure whether a use is acceptable, being transparent with your lecturer is usually the safer path.

Never present generated text as your own where it is prohibited

Submitting AI-generated text as if you wrote it, where your rules do not allow it, is generally treated as a form of academic misconduct. Depending on the institution, the consequences can be serious.

Even where some AI use is allowed, assessed work is meant to show your understanding, argument and judgement. If a tool has done the thinking, the work no longer shows what the assessment is designed to measure. This is also why AcademicDude gives guidance and feedback but never writes assessed work for students.

Why AI-generated references are a serious risk

Generative AI tools can produce references that look real but do not exist, or that attach real authors to articles they never wrote. They can also misreport what a genuine source says.

  • Never cite a source you have not found and read yourself.
  • Search for every reference in your library catalogue or a recognised database.
  • Check that the source actually says what you claim it says.
  • Format citations using your required style guide, such as the Publication Manual of the American Psychological Association (7th ed.), or your university library's Harvard guide.

Citing a source that does not exist, or misrepresenting one, can raise academic integrity concerns even if it was an honest mistake. Our citation management guide explains how to keep reliable records of what you have read, and the citation formatter can help with formatting once you have verified the details.

Protect your privacy and your work

When you paste text into an online tool, think about where it goes. Depending on the tool and its settings, what you upload may be stored or used in ways you do not expect.

  • Read the tool's privacy terms, or check whether your university provides an approved tool with clearer data protections.
  • Be careful with unpublished drafts. Your thesis, research data and ideas are your intellectual work.
  • Never upload personal data about research participants, such as interview transcripts, unless your ethics approval and data-management plan clearly permit it.
  • Avoid uploading other people's material, such as a classmate's work or confidential documents.

Lower-risk and higher-risk uses: check your policy

The lists below are not rules. They are a way to think about risk. Any of these uses may be prohibited for a particular assessment, so always check your policy first.

Often considered lower risk (check your policy)Often considered higher risk (check your policy)
Asking for a plain-language explanation of a concept you then verify in course materialsGenerating paragraphs or sections to include in assessed work
Practising English grammar or vocabulary away from your assignmentParaphrasing sources to avoid writing in your own words
Brainstorming general questions to ask your supervisorProducing analysis, arguments or conclusions you then submit
Getting suggestions on how to organise your study timetableGenerating references or summaries of sources you have not read
Testing your own understanding with practice questionsUsing a tool during an exam or test without permission

Some universities may allow uses in the right-hand column for specific tasks, and some may prohibit uses in the left-hand column. The table is a starting point for questions, not an answer. For language and clarity, you can also use non-AI support such as the clarity checker and proofreading checklist.

Quick checklist

  • I have checked the AI rules for this specific assessment, not just my university in general.
  • I know whether I need to declare AI use, and in what format.
  • No generated text appears in my work where it is prohibited.
  • I have found and read every source I cite.
  • I have not uploaded personal, confidential or participant data to an unapproved tool.
  • I can explain and defend every part of my work myself.

Frequently asked questions

Can my university tell if I used AI?

Universities use different approaches to academic integrity, and practices vary. Rather than focusing on detection, focus on following your policy and being transparent. If you are asked about your work, you should be able to explain how you produced it and show your notes and drafts.

Is using a grammar or translation tool the same as using generative AI?

Not necessarily, but some policies treat certain features of these tools in the same way, especially those that rewrite whole sentences or paragraphs. Check how your university defines AI tools and whether language tools are covered. If in doubt, ask before you use them on assessed work.

What should I do if I am not sure whether a use is allowed?

Ask your lecturer, supervisor or module coordinator before using the tool, and keep a record of their answer. If you have already used a tool and are worried, speak to them as early as possible. Being open is usually better than hoping it does not matter.

Ethical one-to-one guidance

Want to build a research and writing workflow that stays within your university's rules? Get guidance on using tools transparently and keeping the work your own.

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About this article. Written by Yogesh Naraniya. General educational guidance: always follow your own university's instructions, marking criteria and academic-integrity policy.

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