The short answer is no — using AI feedback tools before you submit your own work is not academic misconduct under the policies of any UK university we reviewed. But the nuance matters, and misunderstanding it has real consequences. Here is what the policies actually say, what the QAA guidance states, and where the genuine lines are.
What the QAA guidance on AI actually says
The Quality Assurance Agency's guidance on generative AI in assessment (2023, updated 2024) draws a clear distinction between using AI to generate assessed work and using AI as a learning and development tool. The former is the concern. The latter is explicitly described as consistent with good academic practice. Feedback tools that help you understand and improve your own writing — without generating content on your behalf — fall into the second category. Scholars Hub analyses your writing and provides feedback. It does not write anything for you.
What 'academic misconduct' actually covers
UK university academic misconduct policies consistently define misconduct in terms of submitting work that is not your own, misrepresenting the origin of your work, or gaining an unfair advantage in assessed work. Using a feedback tool before submission does not involve any of these. Your essay is still your essay. The feedback helps you understand how to develop it — exactly as a tutor's feedback would. The key test is whether the submitted work reflects your own intellectual effort. Work you have revised based on feedback — from a tutor, a writing centre, or an AI feedback tool — is still your work.
Where the genuine line is
The genuine line is content generation. If you use an AI tool to write paragraphs, generate arguments, or produce text that you then include in your submitted work — that is misconduct under virtually every UK university policy, and under the Skills Act 2022 provisions relating to academic qualifications. Scholars Hub does not generate essay content. It identifies where your existing argument is weak, where your citations are missing, where your structure could be clearer — and explains why. You then make those improvements yourself. That is the distinction that matters.
The visiting-a-writing-centre analogy
Most UK universities explicitly encourage students to use writing centres, peer review, and tutor office hours to get feedback before submission. None of these constitute misconduct — even though they all involve someone other than the student providing critical input on the essay before it is submitted. An AI feedback tool is functionally equivalent. The student writes the work. The tool provides analytical feedback. The student decides what to do with that feedback. This process is not just permitted — it is the kind of formative learning that UK higher education frameworks are designed to support.
What to do if your institution asks
If a tutor or academic integrity officer asks whether you used AI tools before submission, be straightforward: you used a feedback tool to check your argument structure and citation accuracy, in the same way you might use a writing centre appointment. You can point to QAA guidance and your institution's own policy, which almost certainly permits formative feedback. If you are uncertain about your specific institution's position, check their academic integrity policy and, if unclear, ask your personal tutor or student union academic advisor. Uncertainty is not a reason to avoid using legitimate learning tools — it is a reason to clarify the rules.