AI tools are genuinely useful for a final year project, for brainstorming topic ideas, clarifying a concept you are struggling with, or organizing your thoughts before you write. The problem is how it gets used, and a lot of students blur the line between using it as support and using it to actually write their project for them, which is exactly what creates risk.
Using AI to brainstorm potential topic ideas, get a plain explanation of a concept you have not fully understood yet, organize a rough outline of your chapter before you start writing it properly, or check your own already written work for clarity and grammar, all sit firmly in the low risk zone. None of this involves submitting AI generated text as your own final writing, it is support for your thinking process, not a replacement for your own writing.
The risk rises fast once you take AI generated paragraphs and drop them directly into your project with little to no rewriting. This applies just as much to your literature review as it does to any other chapter, generating a summary of a source through AI and pasting it in without properly engaging with and rewriting it yourself creates both a plagiarism risk and an AI detection risk at the same time.
This should go without saying, but it is worth stating plainly. Never use AI to fabricate questionnaire responses, invent data points, or generate results you did not actually collect and analyze. Beyond the ethical seriousness of this, fabricated data tends to look statistically unnatural and can unravel quickly under defense questioning, since you will not actually be able to explain patterns in data you never really collected.
If you can explain in your own words, exactly why a sentence in your project says what it says and where the idea came from, you are almost certainly fine. If you cannot, because a chunk of text came from an AI tool and you never really processed or rewrote it yourself, that is worth revisiting before submission, regardless of how any detection software might score it.
Since most students cannot access Turnitin's AI detector directly themselves, it is worth reading your own work critically before submission, specifically looking for sections that still sound noticeably different in tone or rhythm from the rest of your writing, since inconsistent style across a document is often a sign that a section was pasted in with minimal editing.
Universities and even individual departments within the same university differ on how strictly they treat AI assisted writing, some are fairly permissive about using it for support work, others are much stricter. Do not assume your department's policy matches what you have heard from a friend at a different school, ask your own supervisor directly if you are unsure where the line sits for your specific program.
Treating AI generated text as a finished draft rather than a rough starting point to be rewritten
Using AI to summarize literature review sources without engaging with or rewriting the summary properly
Assuming AI use is completely undetectable regardless of how the text is submitted
Never checking their own department policy on AI assisted writing
Fabricating or exaggerating data with AI assistance instead of working with real collected data
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