title: “AI in Higher Education” subtitle: “Students Have Embraced AI—Universities Are Still Deciding What Comes Next” author: “Sandip Dhami (s4185814)” date: “10 June 2026” output: html_document —

Introduction

Artificial intelligence has rapidly moved from a novel technology to a common study companion for university students. Tools such as ChatGPT are now used for writing, studying, coding, and completing coursework across a wide range of disciplines. While students increasingly rely on AI to support their learning, universities and educators continue to debate its appropriate role in higher education.

Using three complementary datasets covering student behaviour, student perceptions, and educator attitudes, this report investigates how AI is being used, what students think about it, and how educators are responding to its growing presence. Together, these findings provide a snapshot of a higher education system adapting to one of the most significant technological shifts in recent decades.


Chart 1: AI Is No Longer an Experiment

Nearly three out of four students returned to AI after first use, suggesting that AI is becoming a routine study companion rather than a one-off experiment. The high return rate indicates that students find sustained value in AI tools and continue integrating them into their academic workflows.


Chart 2: What Students Actually Use AI For

Writing is the most common use of AI among students, accounting for approximately one-third of all recorded sessions. Studying, homework support, and coding also represent major uses of AI, while brainstorming and research account for a much smaller share of activity. These results suggest that students primarily use AI to assist with direct academic tasks rather than exploratory work.


Chart 3: The More Students Understand AI, The More Useful They Find It

Students with greater AI knowledge consistently rate AI as more useful. Average utility ratings increase as self-reported AI knowledge rises, suggesting that familiarity improves a student’s ability to extract value from AI tools. Rather than replacing understanding, effective AI use appears to depend on it.


Chart 4: Educators Agree AI Is Here. They Disagree On What To Do About It

Educators broadly recognise the educational value of AI while simultaneously expressing concerns about misuse. Most agree that AI has a legitimate role in education, yet opinions become more divided when discussing restrictions and academic integrity. The findings suggest that educators are less divided about AI’s existence than they are about how it should be governed.


Chart 5: Students Fear Job Loss More Than AI Taking Over Society

Students are more concerned about employment-related impacts of AI than broader science-fiction scenarios such as AI dominating society. While respondents acknowledge the benefits of AI for problem solving, practical concerns regarding future jobs remain significantly more prominent than fears of AI taking control of society.


Conclusion

The findings show that AI is no longer an emerging technology in higher education—it has already become part of everyday student life. Most students continue using AI after initial exposure, particularly for writing, studying, homework support, and coding. Students who understand AI better also tend to perceive greater value in it, highlighting the importance of AI literacy.

At the same time, educators face a more complex challenge. While they generally recognise the benefits of AI in education, they remain divided on issues of misuse, restrictions, and academic integrity. Together, these results suggest that the central question for universities is no longer whether students will use AI, but how institutions can effectively integrate AI into learning while maintaining educational standards.

As AI continues to evolve, universities will need to balance innovation, accessibility, and integrity to ensure that AI becomes a tool that enhances learning rather than undermines it.


References

AI Assistant Usage in Student Life Dataset. (2025).

Instructor Survey Dataset. (2025).

Survey_AI Dataset. (2025).

OpenAI. (2025). ChatGPT. https://chat.openai.com

Wickham, H., Çetinkaya-Rundel, M., & Grolemund, G. (2023). R for Data Science (2nd ed.). O’Reilly Media.