Artificial intelligence

What role should artificial intelligence play in higher education? From ChatGPT to DeepSeek, generative AI (GenAI) tools of all kinds are forcing a rethink of university teaching, assessment, research and administrative work. Find out how to build AI literacy across an institution, use GenAI to support learning, harness AI tools as teaching and research assistants and manage the risks posed by GenAI and other AI technologies.

An illustration of various employees tapping into AI

A four-part framework to categorise AI tools for research

How to use AI tools to assist in research, for each phase of the process

Eric Tsui

The Hong Kong Polytechnic University

A virtual illustration of a book guides a student working on a laptop

What do students want from AI-assisted teaching?

In an age of AI, educators and students need ways to ensure the technology complements learning rather than detracts from or homogenises it

Omar Merlo , Nai Li

Imperial College London

A group of students working on a project together in a classroom

Three ways to get students using GenAI in project-based learning

How to use project-based learning to address ethical concerns and improve students’ AI literacy, including key questions to ask yourself before introducing the tools

Ka Ho To

Xi’an Jiaotong-Liverpool University

A robot hand types at a laptop

What happens when AI writes the appeal

As students increasingly use generative AI to craft assessment appeals, university staff face new challenges in maintaining the integrity of academic feedback. Here’s how we can adapt to preserve meaningful learning relationships in the face of optimisation

Jonathan Boymal

RMIT University

Artificial intelligence in the university library

AI skills for tomorrow’s university librarians

University librarians need to understand how to guide students and faculty in using AI tools ethically and effectively. In the future, they will be not only information experts but also AI facilitators. Yinlin Chen offers advice on laying the groundwork

Yinlin Chen

Virginia Tech

A student presenting to class

AI-proof project-based assessments by making them context-specific

Project-based assessments rooted in real-world, institution-specific contexts help reduce over-reliance on GenAI by emphasising collaboration, oral defence and critical thinking. Learn how to design one effectively

Oliver Jarvest , Ying Zhou, Simon Sheridan

Xi’an Jiaotong-Liverpool University

University professor teaching with laptop

Flip-Zoom-open: how Covid and AI transformed my classroom

Maybe the uncertainty of the pandemic resulted in a few positives to university teaching? Here, Perry Binder reflects on lockdown’s seismic shifts

Perry Binder

Georgia State University

A tablet with a floor plan being held

How we use GenAI and AR to improve students’ design skills

Guidance on using generative AI and augmented reality to enhance student creativity, spatial awareness and interdisciplinary collaboration

Multiple authors

Monterrey Institute of Technology, El Bosque University, San Sebastián University

Young scholar working in library

University libraries’ modern role in supporting faculty and graduate research

When research is increasingly computational, interdisciplinary and comprised of multi-institutional teams who frequently collaborate virtually, university libraries must keep pace to support faculty and graduate students, as Tyler Walters explains

Tyler Walters

Virginia Tech

Spotlight guide: AI and assessment

AI and assessment in higher education

Threat or opportunity? Advice for using, managing and embedding artificial intelligence in university assessment, skills development and task design

Campus contributors

Campus

Prometheus concept of technological innovation

Cultivating a responsible innovation mindset among future tech leaders

The classroom is a perfect place to discuss the messy, real-world consequences of technological discoveries, writes Andreas Alexiou. Beyond ‘How?’, students should be asking ‘Should we…?’ and ‘What if…?’ questions around ethics and responsibility

Andreas Alexiou

University of Southampton

An illustration of various skills

Seven questions to ask when reforming academic skills services

With academic skills services facing a perfect storm of challenges, many are under review. Here’s how to make sure your students’ needs are being effectively met, through seven questions

Steve Briggs, Ralitsa Kantcheva

University of Bedfordshire

A robot arms paints a portrait

‘What I learned when students walked out of my AI class’

Chris Hogg found the question of using AI to create art troubled his students deeply. Here’s how the moment led to deeper understanding for both student and educator

Chris Hogg

Royal Holloway, University of London

A teacher with students in a classroom

Less is more when it comes to AI in teaching

As more educators adopt AI, the risk of becoming overwhelmed by the tools increases. Here are four practical strategies to prevent this

Bin Feng, Garth Elzerman

Xi’an Jiaotong-Liverpool University

A robot types on a laptop while a bored student slumps beside it

In the AI era, how do we battle cognitive laziness in students?

With the latest AI technology now able to handle complex problem-solving processes, will students risk losing their own cognitive engagement? Metacognitive scaffolding could be the answer, writes Sean McMinn

Sean McMinn

Hong Kong University of Science and Technology

Jar of peanut butter

From peanut butter to effective policy impact

In a sector that often seems tasked with being everything to everyone, each university needs a policy strategy that focuses institutional expertise where it will make the most difference, writes Alistair Sackley

Alistair Sackley

University of Southampton

Two people interview a candidate, just out of shot

Prepare your students for the job market: part two

In the second part of this two-part series, find out how to coach your students to excel in interviews, from pre-meeting prep to a perfect thank you message

Julio Gimenez, Juan C. Palmer, Miguel F. Ruiz-Garrido

The University of Westminster, Universitat Jaume I

A phone screen with several different GenAI apps displayed

Can we use GenAI to subvert the neoliberal university?

Generative AI can be a tool of resistance against the corporatisation of higher education – or it can be just another distraction to make us ‘zombies in the loop’ of the system. Here is how we can choose the former

Richard McInnes

The University of Adelaide

A woman pouring a smoothie into a glass

From ‘filler’ to ‘fulfilling’: how to change students’ perceptions of a course

Ways to employ tools such as ChatGPT, Gemini or Copilot to show students the real-world relevance of so-called filler courses

Elizabeth Marcial Morales

Monterrey Institute of Technology

Using AI for university assessment

When GenAI resets the assessment baseline

Generative AI is forcing university educators to raise their own bar on creativity, assessment and expectations. Here’s how one teacher reassessed their assignment

Chris Jones

Regent's University London

Academic publishing illustration

Academic publishing today: what you need to know

A guide to the complex and changing world of academic publishing and how to work with it to get your research out there

Campus contributors

Campus

Fingers typing at a keyboard

Prepare your students for the job market: part one

How can you guide your students to make themselves stand out in a crowded field? In the first of a two-part series, discover six strategies to hone job applications to perfection

Julio Gimenez, Juan C. Palmer, Miguel F. Ruiz-Garrido

The University of Westminster, Universitat Jaume I

Doctor using laptop

Using small-scale ChatGPT integration to introduce online students to GenAI

Integration of ChatGPT into online learning does not have to be a huge project. A small-scale, flexible writing task can address your students’ needs. But if they are working professionals, you should know their capacity for using technology

Jonathan Zaccarini

Columbia University

Robot researcher in a lab

Guard rails to mitigate ethical concerns for AI use

Artificial intelligence can vastly improve productivity and advance innovation, but integrating AI into academia brings significant ethical implications. These policies and procedures could help mitigate these concerns

Qin Zhu

Virginia Tech

Female college professor helping male student

Only a human will do: when to eschew AI in teaching and research

Artificial intelligence tools have streamlined processes and accelerated innovations – efficiencies not lost on higher education. But at times, we need to prioritise human judgement and involvement, as Qin Zhu explains

Qin Zhu

Virginia Tech

A lecturer at the front of class presenting to students

Student insight can shape the way we use GenAI in teaching

Students tend to be more comfortable with teachers using GenAI to support, rather than fully generate, learning materials. The key is to use it effectively and communicate your approach transparently

Svetoslav G. Georgiev, Joseph Tinsley

Xi’an Jiaotong-Liverpool University

Illustration of an elephant in a library

‘Using GenAI is easier than asking my supervisor for support’

Doctoral researchers are turning to generative AI to assist in their research. How are they using it, and how can supervisors and candidates have frank discussions about using it responsibly?

Ross English, Rebecca Nash, Heather Mackenzie

University of Southampton

Should we kill the essay?

Should we kill the essay?

Long-form writing seems to have become a battleground for the showdown between AI and academic integrity. With technology exposing the essay’s flaws, Luke Zaphir offers ways to reinforce this storied assessment task

Luke Zaphir

The University of Queensland

Chameleon illustrating change

Reshaping assessment to outsmart AI

Adapting common assessment types can not only deter the overuse of AI – and avoid administration overload – but support student learning in a more authentic and engaging manner

Rebecca Mace, Viktoria Magne, Sarah Hooper, Sharon Vince

University of Worcester, University of West London

Humanoid robot works the DJ decks

If AI were a DJ…

This class exercise uses metaphor to help non-technical students gain a clearer understanding of what artificial intelligence is – and what this complex, opaque technology isn’t

Pablo Sanguinetti

IE University

Webinar image

Campus webinar: Prepare students with workplace skills of the future

Find out how to prepare students for jobs that don’t exist yet, with insight from experts at Campus+ institutions across the Middle East, Africa and Europe

Deborah Bartlett, Julio Gimenez, Rushana Khusainova, Abdelmoniem Sahal Elmardi

Al Akhawayn University, The University of Westminster, The University of Bristol, Dubai Medical University

A futuristic digital classroom in the metaverse where students, represented as diverse avatars, engage in an interactive lesson. A teacher, using holographic AI tools, guides them through immersive learning experiences. Floating virtual screens display storytelling prompts, character designs, and business concepts. The background features a blend of virtual reality elements

Use AI and the metaverse to keep your students engaged online

AI and virtual reality technology enables diverse learning experiences for online students. Discover how by applying universal design for learning principles

Angeles Carolina Aguirre-Acosta , Gloria Anahí Molina Barrón , Rebeca Elizabeth Alvarado Ramírez

Monterrey Institute of Technology

AI accuracy concept

How to enhance the accuracy of GenAI models

Generative AI seems to offer ways to provide individualised feedback to large cohorts but can these models be relied on to give students accurate, relevant responses? Here are three approaches for educators to try

Nazim Ali, Sarah Aynsley, Linda Becker

Keele University, Bochum University of Applied Sciences

A young woman works intently on a laptop

How industry certification can energise learning

With the IT sector changing too rapidly for traditional university teaching to keep up, why not try industry-aligned certifications? Find out how they can help students meet the demands of the workplace

Amine Abouaomar

Al Akhawayn University

A laptop screen shows a cursor hovering above copy and paste options

Copy, paste, learn: lessons from code programmers for the AI-enhanced classroom

Copying and pasting can be a powerful learning tool, whether it involves mindless copying or mindful reuse. Here’s how to use it without compromising academic integrity

Xiangen Hu

The Hong Kong Polytechnic University

Students in a classroom smiling to camera

AI over-personalisation can hinder learning

In the rush towards ever-greater personalisation, we must not lose sight of what makes learning meaningful, writes Kathy Charles. Here, she shares her insights on fostering ‘productive struggle’ to deepen learning

Kathy Charles

Nottingham Trent University

Skills to build an AI learning assistant

What does ‘age appropriate’ AI literacy look like in higher education?

As AI literacy becomes an essential work skill, universities need to move beyond developing these competencies at ‘primary school’ level in their students. Here, Fun Siong Lim reflects on frameworks to support higher-order AI literacies

Fun Siong Lim

Nanyang Technological University

A toy robot stands on a book shelf

Eight ways to use AI in active learning – and four challenges it brings

Use AI in active learning by deploying these eight strategies to integrate tools in your teaching. Plus, how to address four challenges when doing so

Tab Betts, Shelini Surendran, Martin Hawes

University of Surrey, University of Sussex

A catoon image of a robot and human arm wrestling

Ensure AI serves institutions, not the other way around

We’d all prefer that AI tools helped us to do research and grade papers rather than take over campuses. Here’s how to develop AI tools for your institution responsibly

Craig J. Ramlal

The University of the West Indies

Using AI in careers services

How to make the most of AI in careers advice – and avoid the grifts

Careers services are perfectly placed to use artificial intelligence to help students transition into the workplace, both by developing expertise themselves and by training students to use AI tools in their recruitment journeys

Séan Richardson, Keiran Whitwell

London South Bank University

An academic in a library

How will AI reshape academic employment?

The rise of AI in higher education highlights the need for academics to upskill and adapt to new roles and ways of working. Read about how to future-proof your career

Patrice Seuwou

University of Northampton

A young woman sits in front of a laptop, holding a smartphone and making notes on a pad

Rethink authentic assessment for the generative AI era

How can we integrate AI into authentic assessment? Consider inspiring a collaborative spirit, aligning technology with pedagogy and modelling a new mindset for your students

Nadya Shaznay Patel

Singapore Institute of Technology

Hands type on a laptop with "AI" on the screen

Let’s look at AI as a reasoning partner, not a shortcut

The latest reasoning AI models, such as DeepSeek, offer an opportunity for universities to strengthen critical thinking in the next generation of workers

Xiangen Hu

The Hong Kong Polytechnic University

Young Asian woman looking tired at laptop

‘We shouldn’t sleepwalk into a “tech knows best” approach to university teaching’

As GenAI is used by almost nine in 10 students, these practical strategies help educators to rethink assessment and integrate AI as a collaborative tool in academic work

Rebecca Mace, Viktoria Magne, Sarah Hooper, Sharon Vince

University of Worcester, University of West London

A robot holds up an AI chip to plug the gap between a businessman and his target

Six ways to integrate AI for business school accreditation

Streamline the process of accreditation, create multi-modal communications and effectively manage data by harnessing the power of generative AI

Yassine Benrqya, Lakshmi Goel, Isabelle Fagnot

Al Akhawayn University, Kedge Business School

A woman writing in a journal on some steps

Using AI to foster self-directed learning

You can promote self-directed learning by breaking down tasks and integrating an AI chatbot into your course management system. Here’s how

Ying Shao, Xue Yao

Xi’an Jiaotong-Liverpool University

A teacher designing an infographic on her laptop

Canva and ChatGPT for feedback and academic support

Don’t bore your students with lengthy, written feedback. Here are ways to make it more visually appealing and how to use custom GPTs to offer extra academic support

Mariana Elizondo, Eunice Costilla Cruz

Monterrey Institute of Technology

An illustration of a bot taking a human through a reasoning process

Beyond the black box: how DeepSeek could transform higher education

DeepSeek’s transparent reasoning process, accessibility, affordability and open-source model could have significant implications for higher education. Simon Wang explains how

Simon Wang

Hong Kong Baptist University

A robot hand using a calculator

How we reassure accounting students that AI won’t take their jobs

Hearing first-hand from industry professionals about AI’s impact on workplaces can alleviate career anxiety. Here is how to organise firm visits and prompt post-activity reflection

Multiple authors

Xi’an Jiaotong-Liverpool University , Mila University

Asian student thinking

Brainstorming benefits of an AI writing assistant app

User needs, smart prompts and functionality were central to creating an AI tool that supports student writing and thinking. Here, Joanne Chia and Angela Frattarola share the pedagogical and technical considerations involved in the process

Joanne Chia, Angela Frattarola

Nanyang Technological University