England’s higher education regulator says students can complete unsupervised coursework to a high standard with AI tools without showing the skills the work was meant to test, and it wants universities to prove their grades still mean something. In a report published Wednesday, the Office for Students (OfS) and the sector charity Advance HE said AI threatens whether assessments can still measure what students know, which turns the problem from a cheating question into a measurement question: if AI can pass an assessment, the grade no longer reliably reflects what the student knows. The OfS and Advance HE report is titled “Making AI work for students.”

The warning matters to anyone who treats a degree as proof of skill, from students paying tuition to employers hiring graduates. The OfS also says the AI-detection tools many institutions lean on cannot be counted on to spot AI use consistently, so catching individual cheaters will not repair the problem.

The report sets no deadline and names no individual institutions, but Times Higher Education reports it is the first time the regulator has approaches that might prompt intervention.

Can Universities Tell When Students Use AI on Coursework?

Not reliably, according to the regulator. Institutions generally cannot prove a student followed AI rules, the report says.

Detector makers acknowledge limits of their own. Turnitin said in a June 2023 post that the false positive rate of its detector is under 1% at the document level for papers with at least 20% AI writing, but about 4% at the sentence level, and that 54% of those wrongly flagged sentences sit directly beside real AI writing. The company also said it cannot eliminate false positives entirely, and that its flags should start a conversation, not settle the matter.

A wrong call has consequences. AFP reported in October that false AI cheating charges can damage academic records and career prospects, and that some students have sued universities that accused them. Guidelines at the University of Wisconsin-Madison, as AFP described them, say detectors have been shown biased against non-native English speakers.

Staff Report Students Finishing Assessments in Minutes With Similar Grades

The OfS and Advance HE research ran from June to September 2026 and drew on conversations with more than 300 students and staff at more than 120 institutions. The BBC put the breakdown at 244 staff and 91 students from at least 127 universities and colleges.

Participants said some students completed whole assessments in minutes and received grades similar to peers who did the work themselves, and some staff said they receive many near-identical assignments and doubt whether their institution’s assessments are fit for purpose. The Decoder, summarizing The Guardian’s reporting, added that some students had AI write entire papers and then could not recall basic content from them. Many students are also unsure when AI use is allowed in graded work, the report says.

Survey data show how widespread use is. The Higher Education Policy Institute’s 2026 student AI survey of 1,054 full-time UK undergraduates, fielded in December 2025, found that 95% use AI in at least one way and 94% use generative AI to help with assessed work. The share who put AI-generated text directly into assessed work reached 12%, up from 8% in 2025 and 3% in 2024. Those figures measure use, not misconduct, and the gap between the two is what many students say is unclear.

Existing Condition B4 Lets OfS Act on Assessment Without New AI Rules

The enforcement hook is an existing rule. Condition B4 of the OfS’s conditions of registration requires providers to assess students effectively with valid, reliable methods and to keep awards credible. The condition’s text does not mention generative AI.

Times Higher Education reports that concerns raised through institutional submissions or other regulatory intelligence could lead to a lower award for the provider under the OfS’s new quality framework, and that the regulator pledged to enforce accountability where universities fall short. That framework is still out for consultation. On Oct. 22, THE reported that OfS proposals would cut recruitment by 10% a year at providers rated “requires improvement” and freeze recruitment at providers with a bronze award in outcomes or experience. An earlier OfS proposal expected the first assessment cycle in 2027-28, so formal consequences for AI-vulnerable assessment may be some way off.

The regulator stops short of mandating AI-free assessment, THE reports, but says AI-free formats will often work best. It lists in-person exams, presentations, vivas, performance-based tasks and practical or applied tasks. AI Weekly noted it is unclear whether AI-free assessment would extend to research dissertations and project-based degrees.

Research participants generally said new OfS conditions of registration on AI could be counterproductive and constrain innovation, and some asked for clearer guidance on complying with existing conditions. Leaning on B4 is consistent with that request.

Pressure for faster change is also coming from outside the regulator. A Policy Exchange report by Swansea University neuroscientist Phil Newton, published in August, urged the OfS and the Quality Assurance Agency to step in and called for ending unsupervised remote exams immediately. Its freedom-of-information requests to 120 universities in 2024 found that 78% relied on online remote exams for summative assessment and only 10% used online invigilation for all such tests.

Universities UK, which represents more than 140 institutions, told the BBC that many universities have already made substantial changes, including more in-person exams, presentations and vivas, and that different subjects need different approaches, so flexibility should remain. The Department for Education said it expects universities to take the issue seriously and wants the OfS framework to be explicit, strong and durable on AI.

The regulator’s enforcement record is also under scrutiny. The High Court on April 29 overturned an OfS decision and a £585,000 (approximately $775,125 USD) fine against the University of Sussex over free speech, in a ruling the law firm Withers said found the decision was vitiated by bias. The case concerned a different issue, but it shows OfS enforcement decisions can be challenged in court.

Fleming Moves From Encouraging AI Experiments to Warning of Generational Risk

OfS director of strategy and delivery Josh Fleming has shifted tone in 17 months. In a June 2025 blog post, he said the OfS would take a principles-based approach, would not require any particular scale or form of AI use, and expected institutions to experiment while acknowledging that mistakes were likely. On Wednesday, he called AI a “generational risk” to the system as it stands and said the regulator wants to see far more AI-free assessment. He also praised examples of universities using AI well, according to the BBC.

Vivas and Live Presentations May Penalize Students Who Stammer

The shift toward oral formats has a documented cost. Glenn Hurst, an associate dean at the University of York, argued in an Oct. 22 Wonkhe commentary that vivas and live presentations can reward fluent delivery over knowledge, which could penalize students who stammer and others with speech disfluencies. He noted that roughly 1% of adults stammer, said extra time does not fix a speech block, and urged universities to audit marking rubrics and offer hybrid formats such as pre-recorded presentations with written follow-up.

The OfS report separately says AI may help neurodivergent and disabled students learn in particular ways, so restricting AI carries trade-offs for the same students. The report offers no rules for resolving that tension, and Advance HE’s Kathryn Harrison-Graves said students want clearer expectations while staff report varying confidence and support.

Grades Measure Something Else When AI Can Pass Assessment Without Skills Tested

Measurement researchers call this construct validity. The concept, introduced by Cronbach and Meehl in a 1955 Psychological Bulletin paper, asks whether a test actually reflects the skill it claims to measure. In practice, when a test can be passed without the intended skill, its scores reflect something else, and conclusions about the skill are unsupported.

That framing explains why the regulator treats detection as beside the point. Even where a university permits AI, an assessment that AI can complete tells an employer little about the student. The report adds that realistic assessments that build AI in responsibly can work, provided they are designed carefully enough to stay valid and reliable. It also warns that using AI to replace reading, research and problem-solving can undercut the effortful practice that builds skill.

For students and parents, the practical question is how a course is assessed: what share of marks comes from supervised work, what AI use is allowed, and how adjustments work for vivas and presentations. For universities, the report sets no deadline, but the regulator has now said where it may look. Whatever the OfS does next, the underlying test is one any institution can apply: could a student pass this assessment without the skill it claims to certify?

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Frequently Asked Questions

Is using AI at university cheating?

It depends on the institution’s rules, and the OfS found many students are unsure what rules permit. HEPI’s 94% figure counts students who use generative AI for assessed work, not students who cheat.

What is condition B4, and is it new?

It is an existing condition of registration requiring effective, valid and reliable assessment and credible awards, and its text does not mention generative AI. The OfS is applying it to AI, and its proposed quality system could add consequences such as lower ratings for providers.

Will AI-free exams and vivas be fair to students with disabilities?

That is unresolved. York’s Glenn Hurst argues oral formats can penalize students who stammer, while the OfS report says AI may help neurodivergent and disabled students learn in particular ways, and the report sets out no rules for balancing the two.

Is the regulator banning AI at universities?

No. THE reports the OfS stops short of mandating AI-free assessment, and the report says assessments that build AI in responsibly can work if carefully designed.