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AI-assisted grammar and translation: identifying the rule that applied to your assessment

AI-assisted grammar and translation: identifying the rule that applied to your assessment

AI Misconduct

A university allegation can turn on a distinction that seemed unimportant while you were writing: whether a tool corrected your sentences or produced the assessed language for you. Students often describe both activities as checking grammar. An investigator may describe the same changes as rewriting, translation or generation. Neither label resolves what happened or whether the assessment allowed it.

For students and parents in England and Wales facing this area of Education Law, the strongest starting point is the actual instruction and a reliable account of the assistance. Do not assume that an application was permitted because it was widely used, available through a university account or recommended for learning generally. Equally, an allegation should be examined against the permission that applied to this particular assignment.

Identify the permission before debating the technology

Collect the assessment brief, module handbook, AI guidance, academic integrity declaration and relevant announcements. Save the versions students could access when the work was prepared. A later policy may help explain present expectations but does not establish what a student was told earlier. If a webpage has changed, request the earlier version and explain why its wording matters.

Oxford’s published assessment policy illustrates the importance of assessment-specific instructions: it identifies work breaching the specifications of a particular assignment as potentially constituting misconduct. That is an example of one institution’s approach, not a rule governing every university. Your response must connect the assistance actually used with your own institution’s applicable wording the kind of precise, document-led case any good Dispute Resolution response depends on.

Look for separate requirements to acknowledge assistance. Permission to use a tool and permission to submit without declaring that use are different questions. If the brief allowed editing but required a declaration, the dispute may concern the declaration rather than the authorship of the entire essay. Ask the university to identify every alleged breach clearly.

Explain functions, not just product names

An application name rarely supplies enough detail. Describe whether you used spelling correction, grammar suggestions, sentence restructuring, translation, summarisation, source recommendations or generated paragraphs. Record the approximate dates, settings and sections affected. Explain whether changes were suggested for you to accept individually or a revised document was produced in one operation.

Avoid a blanket statement that you used no AI if you used a tool with relevant automated features. A more accurate explanation might be that you wrote the argument and used a particular function to correct sentence structure. Only say that if it reflects the facts. Where you cannot now identify the exact function, acknowledge the uncertainty and explain what records remain.

Prepare a small comparison showing the original wording, the revised wording and the change in meaning, if any. Select representative passages and include the passages challenged by the university. A comparison that shows substantive new reasoning needs an honest explanation the standard of accuracy expected under Public Law fairness principles selecting only trivial punctuation changes can give a misleading picture of the assistance

Translation raises its own assessment questions

Translating your own ideas does not automatically settle whether the work complied with the rules. Consider what the assessment tested. In a language module, producing the target language may be central to the task. In another subject, the instructions may permit some language support while restricting generated analysis. Identify the assessed skill without presuming that the same answer applies to every course.

If you drafted in another language, preserve that draft in its original form. Explain when it was written, which parts were translated and how the final English text was checked. A translation produced now for the investigation should be labelled as a current translation, not presented as the document used before submission. Where accuracy is disputed, consider whether an independent translation would meaningfully resolve the issue.

If a tool translated a source rather than your own draft, explain that separately. The panel may need to distinguish assistance understanding a reading from assistance writing the submission. Preserve the original source, the translated extract and your notes where available. Be clear about any quotations that were translated and how they were attributed in the essay.

Follow the development of the argument

The most useful records often show intellectual work before the language assistance occurred. An outline may identify the competing arguments. Reading notes may link claims to sources. Tutor correspondence may show why you changed your approach. Those records can help explain the contribution you made, even when they do not answer every question about the tool.

Organise the evidence around disputed sections rather than sending an entire account archive. For each section, show the relevant preparation and the subsequent editing. Do not claim that an early outline proves that every sentence in the final submission was independently written. Its value is narrower: it may show the origin and development of particular ideas.

A fictional example illustrates the distinction. A student writes a complete discussion of two theories, then asks a tool to improve the English. The resulting version adds a third theory and supporting claims. The response must address those additions as well as the language corrections. Evidence of the original discussion is helpful, but it does not explain the extra content by itself.

Address mixed or unclear instructions precisely

A lecturer’s recommendation to improve academic English may have been general study advice. Alternatively, an email may expressly have permitted a specific function for the assignment. Quote only the relevant wording, identify its date and explain the interpretation you adopted. Avoid claiming that general encouragement amounted to unlimited permission.

If instructions conflict, set them alongside each other and explain the practical conflict. A brief saying that grammar assistance is allowed and a declaration stating that no automated assistance was used may require clarification. Describe what you understood when submitting and any steps taken to ask questions. A precise account of ambiguity is more persuasive than a broad complaint that university AI rules are confusing.

Where agreed disability support included a particular tool, supply the relevant agreement and clarify its scope. Do not assume that permission for one support function authorised every feature in the application. Ask how the assessment instruction and support arrangement were intended to operate together, especially if staff gave different answers before submission.

Prepare an accurate response and meeting plan

Begin your statement with the facts you accept, the allegation you dispute and the documents you rely on. Address tool use, authorship and declaration requirements separately. If the university relies on a detection report, request the report and the explanation linking it to the alleged prohibited activity. A conclusion about writing style should still be addressed alongside the actual drafting evidence.

Before a meeting, practise explaining the argument and the changes made through the tool. Do not memorise a polished account that you cannot discuss naturally. Check who may accompany you and whether that person can speak. Request any communication adjustments you need, with enough detail for the university to understand how they would assist participation.

If some use exceeded permission, identify its extent accurately and consider mitigation separately. Describe the training received, the misunderstanding and the practical changes you have made. Avoid calling substantial rewriting a spelling correction merely because the consequences are frightening. An inaccurate explanation can create a further credibility problem that careful preparation could have avoided.

Obtain advice focused on the actual boundary

Parents can help preserve the different policy versions and compare drafts, while allowing the student to remain responsible for their account. Keep a single list of response dates and outstanding requests. If evidence cannot be obtained in time, seek an extension explaining the specific document and its relevance; do not assume that asking pauses the deadline.

Keep the language question separate from the ownership of ideas. A tool may preserve your intended conclusion while changing qualifications, emphasis or technical meaning. Review whether a cautious claim became a definite assertion, whether a limitation disappeared or whether the terminology changed. If that happened, explain it openly. This comparison can help answer an allegation about substantive rewriting more effectively than counting how many words changed. It also identifies whether the final essay says something you did not originally intend, which you should be ready to discuss at the meeting.

Adam Hussain’s education work includes academic misconduct, university appeals and disability-related disputes. At Aldwych Legal, that experience supports careful examination of assessment instructions, agreed assistance and the evidence of a student’s own contribution. The aim is a response that identifies the real issue and avoids unnecessary or inaccurate admissions.

For support with an allegation involving grammar, translation or AI editing, contact Aldwych Legal with the brief, allegation, relevant drafts and response deadline. Call or WhatsApp 020 4584 2472 or email info@aldwychlegal.com. Advice can be provided remotely for university matters across England and Wales, following assessment of the circumstances.

About Adam Hussain

Adam Hussain is Aldwych Legal’s Founder & Managing Director and principal lawyer. His education work includes academic misconduct, university appeals and disability-related disputes. Reviewing permitted assistance and the student’s own contribution helps identify the precise issue in an AI editing allegation. He holds an LL.M. in International Business Law from King’s College London, has completed Bar training and Practical Legal Training, and is a PhD doctoral researcher in Legal Science at Royal Holloway, University of London.

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