Students are stuck.
The 2026 Studiosity-YouGov Global Wellbeing Survey of 10,330 university students reveals a cohort caught between two conflicting institutional decisions:
So learning feels unsafe.
This means that - while higher education institutions are facing legal, financial, and reputational fallout from a series of disruptions - the most immediate and devastating damage is the erosion of students' cognitive agency and emotional wellbeing.
1. Adoption Without Agency: The Cognitive Failure
While 81% of students have adopted general-purpose AI, only 41% feel highly confident they are actually learning while using it.
Many students, particularly those at greatest risk, are keenly aware of this trade off:
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Universal adoption, low confidence: While 81% of students use AI, most do not have high confidence that they are learning while using these tools. This gap in the survey is significantly greater for younger students, and is a persistent finding elsewhere.
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'Get it done' is a goal: 37% of students admit their primary reason for using AI is to get university work done, faster. The compromise looks like cognitive surrender, which students recognise as....
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...Skill erosion: 44% of AI-using students say that it is actively reducing their critical thinking and communication skills.
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Confidence and use varies, notably in cohorts under more pressure: 89% of students whose first language is not English use general AI to complete their university studies, compared to 80% of English-first speakers. Further, English-as-first-language students are more confident (43% vs. 36%) they are "learning" while using general LLMs. Meanwhile, First Year students are 13 pp less confident than postgraduate level (35% vs 48%). A problem that is almost certainly likened to handing over the car keys too early.
"It lacks originality and mostly monotonous also feels like cheating when using it to do something that requires critical thinking." — Saudi Arabia
"I think it helps me complete an assignment quicker but I sometimes worry if I wouldn't have been able to complete the assignment to the same level of work if I didn't use AI." — Canada
2. A Climate of Suspicion: The Affective Failure
Students are using the consumer-driven AI tools they are told are essential for their graduation and professional prospects...
...yet must do so in a policed environment that creates an affective drain.
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Fear of false accusation: 77% of students who use AI report anxiety about being "wrongly flagged" or falsely accused of cheating by detection tools.
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AI addiction and guilt: In markets like Malaysia (55%) and the UAE (46%), students cite "being addicted to using AI" as a primary source of stress.
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Uncertain, or no guardrails: 42% of the 10,330 students had no knowledge of training, policies, or guidelines from their institution around proper use of LLMs.
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The human connection void: As students navigate an ethical minefield, human connection is vanishing; only 40% of students globally had access to a mentor in 2026, an 18 percentage point drop year-over-year. And university is nothing if not a social experience.
"I've tended to avoid certain phrases, words and persuasive techniques due to their new association with AI language models, limiting the range I can express myself with without fearing getting flagged as using AI to write my work." — United Kingdom
"There’s so many people who got flagged by the AI bot even though they didn’t use AI." — Singapore
3. The Result: Degrees Under Pressure
The useful struggle essential to learning is being replaced by a different kind of - less useful struggle - frustration and fear.
From students' feedback, we can see this sentiment appears to be directed two ways:
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intrinsic - self, feelings of guilt or uncertainty; and
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extrinsic - negative perceptions of their the teaching and learning environment.
In short, learning feels unsafe, wherever they turn.
Perhaps little wonder that there is also a decline in student optimism upon graduation:
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Job confidence: Confidence in securing a job related to their degree within six months of graduation has dropped from 59% in 2025 to 55% in 2026.
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Career prospects: 41% of students globally fear AI will make it harder to get a job in their field, a concern that peaks as high as 48% in Singapore.
4. A return to 'pedagogy first'
We can see - and so can students - that higher education faces a dual crisis:
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A technology-led pressure to prioritise AI Literacy at the expense of learning;
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A detection-based environment and tension that leaves students feeling guilty, under surveillance, conflicted, fearful, and uncertain about their teaching and learning environment.
To resolve this, universities and leading voices are bringing back their pedagogical 'filter' - to defend the teaching and learning system around students.
This approach will look like: guaranteeing degree value for students (and their families) with the development and proof of persistent, critical thinking skills and other 'owned' skills that are indispensable for life chances.
Fortunately, educators are some of the loudest advocates for change.
And when given the opportunity, we can see that students are too.
Read the full report:
More data and student comments, in the Linkedin article: