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Most students report AI errors but only half often check content

Universities still sending mixed messages, with survey finding even split between those who feel encouraged and discouraged to use new technologies

Published on
May 19, 2026
Last updated
May 19, 2026
Source: iStock/StephenBridger

The vast majority of students have identified issues with work generated by artificial intelligence (AI) but less than half say they regularly check or verify its output, according to a major new survey on public attitudes towards new technologies.聽

The research by the King鈥檚 Institute for Artificial Intelligence and the Policy Institute at King鈥檚 College London found that those attending universities often had conflicting views on the impact of AI and its usefulness.

More than half (56 per cent) of students polled say they are using AI a few times a week聽鈥 compared with 33 per cent of the general population.聽

Nearly nine in聽10 students (85 per cent)聽who use AI have found there were problems聽with the work or content it produced. The most common problems were factual errors or inaccuracies (37 per cent) and hallucinations such as made-up sources or statistics (31 per cent).

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Despite this, 19 per cent of students admitted to rarely or never verifying the final output. Only 15 per cent say they always check, and 28 per cent say they usually do.

There was no clear consensus on whether universities encourage AI use, with a third saying they do, another third saying they are discouraged and the rest saying they have had no clear guidance either way.聽

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While 60聽per cent of students say their university can prepare them well for an AI-shaped job market, only 36聽per cent say they currently are being well prepared.

Looking at general attitudes to the potential impact of AI,聽only 24聽per cent of the public as a whole think the technology is positive for humanity 鈥 compared with 43聽per cent of university students.

And a clear majority (56聽per cent) of students are excited about new job opportunities opening up as a result of AI. In contrast, only 35聽per cent of workers and 28聽per cent of the overall public feel the same.

Within universities, there is a clear gender divide. Male students are significantly more likely to say AI will improve their life (57 per cent) compared with female students (40聽per聽cent).

Male university students are also the most confident that AI is improving their ability to think for themselves (41聽per cent) 鈥 and female university students are most likely to think it鈥檚 having the opposite effect (46聽per聽cent).

But despite their optimism聽over the use of AI, students tend to be more worried than others about its implications for the economy.

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About six in 10 expect AI will have made the job market much tougher for them by the time they graduate. They are nearly twice as likely as the public to blame AI for the graduate jobs slump.

And 56聽per cent think widespread AI-driven job losses would be worse than a normal recession 鈥 higher than any other group surveyed.

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A third of students believe AI will eliminate jobs fast enough to trigger civil unrest 鈥 significantly higher than the view of the general public (22聽per聽cent).

Despite acknowledging concern for the economy, people are noticeably less worried about AI鈥檚 impact on their own job. Graduate workers (45聽per cent) are more likely than school-leavers (34聽per cent) to express concern about their own role.

Although 78聽per cent of students would still go to university, 30聽per cent would choose a different undergraduate degree given the growth of AI. Twelve per cent say they would choose not to go to university at all.

Bobby Duffy, director of the Policy Institute at King鈥檚, said people mostly look to the government, schools and universities to help young people adapt, but there is clearly much more that can be done.

鈥淭he public, workers, young people and university students are watching the rapid development of AI with more fear than excitement, with real concern for what it will do to jobs, particularly at entry levels and, therefore, the prospects for our young people and the economy in general,鈥 said Duffy.

The study, which surveyed about 4,000 people overall, including 1,000 university students, found that large sections of society are undecided on how beneficial they think AI will be.

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鈥淚t is still early days, and our baseline study shows that many don鈥檛 yet have firm views or much direct experience of AI鈥檚 impact, but that鈥檚 likely to change quickly, and we鈥檒l need to outline clear plans on how we will adapt and support people in the transition,鈥 said Duffy.

patrick.jack@timeshighereducation.com

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