Artificial intelligence in higher education

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.

Design learning experiences students cannot outsource to AI

A good class creates a sequence of mental events that cannot be outsourced: prediction, surprise, judgement, revision and retrieval, writes Emilia Samit

Emilia Samit

Nebrija University

An illustration of a robot on a green background

Outreach activities for AI literacy: from sparking curiosity to lifelong learning

Four principles for embedding AI literacy in university outreach, to create a sustainable learning ecosystem

Kenneth Wai-Ting Leung

Hong Kong University of Science and Technology

Teaching AI use in music for intercultural perspectives

One way to navigate the tension between fear of AI’s impact on creativity and using it to enhance these processes is to take a human-centred approach to its use. Hyesoo Yoo explains

Hyesoo Yoo

Virginia Tech

Three shifts in course design to update pedagogies for the AI era

How can education truly prepare students for the unpredictability of the working world? Find three ways to encourage students to develop the skills they’ll need

Philip Y. Lam

Hong Kong University of Science and Technology

Male student working at laptop surrounded by images of documents

How document-grounded AI can support inclusive learning

When educators restrict an AI model to a defined collection of trusted inputs, they can introduce students to academic materials in a flexible and interactive way. Here, Imran Khan shares five practical insights

Imran Khan

Birmingham City University

A student consults an AI bot for study help

Make AI literacy a foundational element of your course design

With AI becoming commonplace in nearly every industry, educators need to intentionally integrate AI into the learning process. Here’s how to do it, ethically and transparently

Andrea Ramirez-Salgado, Darius Brown, Soohyoun Ahn, Tom Zhang

University of Florida

Move beyond technical skills and embed AI literacy that teaches students to question

Learning to use artificial intelligence effectively and responsibly is essential, but it is not enough. Educators should also prepare students to question, influence and shape the future of AI. Find out how

Katie Ledingham, Sarah Hartley

The University of Exeter

How to use AI voice cloning to accelerate online course design

An artificial intelligence voice-cloning feature can make video content production more time efficient, responsive and agile. This guide offers a practical, ethical road map for replicating instructor audio

Ramon Rodriguez, Winston M. King

Georgia Tech’s Center for 21st Century Universities

The understanding gap – and how AI can help university educators close it

Students often fall behind long before assessments reveal it. Identifying gaps in understanding during teaching – and using AI for just-in-time support – could transform learning, writes Zabin Visram

Zabin Visram

Glion Institute of Higher Education

A woman walking up a leafy green structure extending up into the sky

Why AI makes a growth mindset fundamental for university students

How to encourage students to use AI as a reflective learning partner to strengthen weaknesses and respond to instructor feedback

Ana Li Zhong

Xi’an Jiaotong-Liverpool University

The key to designing outreach activities students remember

Five ways to spark students’ curiosity during outreach activities and encourage them to keep exploring

Kenneth Wai-Ting Leung

Hong Kong University of Science and Technology

Medical students talk in a university corridor

Connecting the institutional dots for workforce readiness

Collaboration is proving critically important for changing workforce needs in the healthcare sector. Here’s how to make it part of your university’s culture

Walaa Awad

Colorado State University Global

University students at a desk surrounded by shelves full of books

Here’s how to show students what responsible AI use looks like

Well-designed assessments can highlight generative AI’s limitations, where it can provide support and what responsible practice looks like. Andrew Firr and Alex Fenton offer strategies

Andrew Firr, Alex Fenton

University of Chester

Using AI to create the practice opportunities online students need

For disciplines that depend on interpersonal skills such as communication, leadership, negotiation and mediation, AI can provide elusive experiential learning, particularly in asynchronous environments

Kathy Miller Perkins

Virginia Tech

A network of intelligent nodes representing AI agents

The moats are still shallow but the stakes are much higher

Why a freely downloadable Chinese model and a security breach at Hugging Face should make universities wary of signing exclusive AI contracts

Ben Swift

Australian National University

Young male college student studying in library

AI literacy cannot be bolted on to first-year courses

Future teachers, nurses, engineers, lawyers and business leaders need more than rules and policies about when to use AI. Inexperienced students benefit from courses that help them practise responsible judgement alongside foundational learning

Nicole Brownlie

The University of Southern Queensland

"AI" and "..." in speech bubbles superimposed over a chatroom webpage

How an AI-integrated anonymous chatroom boosted AI literacy and inclusion

A single course design choice helped make AI literacy intrinsic and opened up a way to level the playing field educationally

Fridolin Ting

The Education University of Hong Kong

Robot hand holding magnifying glass up to computer screen

How to make your academic work visible to AI

If you want the robots and LLMs to find your scholarly publications, you need to make your outputs legible, connected and repeatedly encountered

Darshan Vigneswaran

University of Amsterdam

Students play a game designed to improve their clinical communication

Why serious skills need serious play

Are your students struggling with role play? Game-based learning can offer structure, safety and feedback, especially when combined with AI support. Here’s how

Mark Anthony Chan Wen Kein

Singapore Institute of Technology

Beyond checkbox training: how to build university faculty’s digital fluency

How can institutions align digital training with the realities of academic work, professional identity and institutional culture? Here, five academics suggest design principles for effective skills development

Multiple authors

University of Chester, Kate Lindsay Consulting Ltd, University of Plymouth, University of Greenwich , Buckinghamshire New University

An illustration of a robot in a mortarboard

How universities can learn to live with AI

University policy and students’ practical use of AI are running in different directions. Higher education needs a collaborative approach, focused on human capability, write Doug Specht and Gunter Saunders

Doug Specht, Gunter Saunders

University of Westminster

A student uses an AI tool on their phone while working

Why timing matters for research into students’ GenAI misuse

Research into GenAI-assisted cheating across disciplines may not be showing the whole picture. Here’s what researchers should be doing to make sure their work stays relevant when technology is moving so quickly

Sara Brownell, Benjamin G. Chan

Arizona State University

A construction student uses a VR headset

How VR can embed the health and safety standards of the future

Virtual reality simulations can equip construction students with technical skills and impress on them the importance of safety. Find out how here

Tsang Yiu-Fai, Kevin Chan Yan-Wai

The Education University of Hong Kong

A ‘buffet’ model of faculty development to support evolving use of AI

A flexible, agile approach to AI skills development allows faculty and students to choose the guidance, resources and learning opportunities that best fit their roles and contexts

Ben Kei Daniel

University of Northern British Columbia

A student opens an AI chatbot in a lecture hall

Your students use GenAI. Let’s redesign learning so thinking still happens

We can’t put AI back in the box. Instead, higher education needs to find a way to make students think despite it

Soukaina Aijou

Al Akhawayn University

Two female college students discussing something in class

Navigating students’ AI concerns through improv and theatre techniques

Technical competency is far from the only aspect of preparing students for an AI-driven world. Ethics also deserves attention, writes Jon Catherwood-Ginn. He uses applied theatre to help students cultivate judgement, communication and decision-making skills

Jon Catherwood-Ginn

Virginia Tech

‘AI raises the premium on empathy-driven engineering’

As knowledge becomes increasingly accessible, engineering students will need deep understanding and intrapersonal intelligence to make product-design decisions with end users in mind

Andrew Koh

Singapore Management University

The answer to personalising education isn’t technological, it’s organisational

Is higher education too focused on tools and algorithms when it comes to personalised education? Perhaps there’s a simpler answer

Fabián Olmos

Universidad Austral

University students sitting at a table discussing a project

AI shaming is not AI literacy

Criticism of GenAI is necessary but ridiculing those who use it can damage trust, prevent disclosure and impact learning. Educators need better questions, better boundaries and better language. Sara Saravi offers suggestions

Sara Saravi

Loughborough University

The imperative for productive struggle

When AI can offer students the illusion of mastery, assessment design that includes ambiguity, choice, context and real-world values can encourage the effort that underpins deep learning

Karsten Mundel, Olivia Murray

University of Alberta

Black female professional working at computer

How to integrate AI-enabled lifelong learning across disciplines

The traditional boundary between a traditional degree and active professional development has permanently dissolved, writes Tim Brown. AI skills need to be taught in a similarly joined-up way

Tim Brown

Georgia Tech’s Center for 21st Century Universities

A student uses a laptop in a lecture hall

I start my lectures by introducing my teaching assistant: GenAI

Artificial intelligence is offering us an opportunity to give every student in the lecture hall the chance to think ideas through and truly understand. Let’s take it

Dan Sarofian-Butin

Merrimack College

A lecturer talking to a student about their work.

What ‘learning verification’ means in practice

When a student’s work sparks concerns over AI use, the best approach is to sit down with them and have a conversation to ascertain if they understand what they submitted, explains B. Jean Mandernach, who shares tips for doing this

B. Jean Mandernach

Grand Canyon University

A group of university students sitting around a table having a discussion

How GenAI can amplify co-creation in higher education

How to make AI-supported co-creation work while ensuring empathy remains at the heart of the process

Bo Kelestyn, Jess Humphreys, Dmytro Chumachenko

The University of Warwick, Kharkiv Aviation Institute

A student and their lecturer in conversation.

Stop investigating, start teaching

Trying to detect whether a student has misused AI in their work is a wasted effort, from which no one benefits, writes B. Jean Mandernach. She proposes a different approach focused on finding out what students truly understand

B. Jean Mandernach

Grand Canyon University

A phone interface with a chatbot conversation open

How to let students fail – so they can bounce back

If we’re preparing students for the outside world, they need to be resilient and agile. Here’s how AI avatars could help

Yvonne Kong-Ho

Singapore Institute of Technology

A programmer reviewing code on her desktop

In programming education, AI does not remove the need for expertise

As GenAI reshapes the way students and professionals work with code, it changes the competencies educators should assess. Here’s what they could look like

Fatema Zaghloul

The University of Bristol

The case for the omnichannel AI assistant

A virtual assistant can make learning seamless, ubiquitous and scalable while addressing common faculty concerns regarding AI integration. Here’s how

Wai Chi Rodney Chu, Charles Woo

The Hong Kong Polytechnic University

How agentic AI brings interactivity to STEM learning

When applied thoughtfully, agentic AI has the potential to turn classrooms into environments where students actively explore complex systems rather than passively absorb information

Gerard Joseph Lim

Nanyang Technological University

A robot uses a microscope in a laboratory

A surprising ally in the fight to make chemistry greener – AI

While making chemistry more sustainable is paramount, tiny changes to lab materials and conditions can have significant effects. Can AI’s data-crunching abilities help?

Jonathan Hirst, Joe Heeley

University of Nottingham

The best way to teach students to think critically about AI? Make them argue with it

Educators might treat AI as an integrity problem, but employers don’t. They need graduates who can decide when to trust the machine – and when not to. And that’s why you should design assessment that forces students to argue against AI

Reihaneh Bidar

The University of Queensland

A scientist stands in a greenhouse with a tablet

Environmental researchers know the impact of AI – so why do they still use it?

Academics are increasingly using AI for research, despite being aware of its environmental footprint. But is it their fault – and what can be done?

Sarah Hartley, Emily Robinson, Mayra Rodriguez

The University of Exeter

Young woman wearing virtual reality headset

What virtual reality and AI can do for language learners

Virtual reality and artificial intelligence can support nervous students to progress from silence to speaking confidently in foreign language classes

Alícia Moreno Giménez

Lancaster University

‘AI literacy is everyone’s responsibility’

With higher education navigating rapid technological change, the key to embedding AI literacy in the workforce of tomorrow could be a focus on collaboration over competition

Hans van Oostrom

University of Florida

A teacher addresses a classroom informally

Teacher-directed instruction is dead – long live the future of education

Rather than react with fear to GenAI and attempt to ban it, let’s rethink traditional pedagogy instead, for more meaningful learning

Enrique Darwin Caraballo

Universidad del Caribe (UNICARIBE)

Female designer working with AI chat bot and an editing software - stock photo

AI use tailored to creative-industry programmes requires institution-wide support

Students working towards creative careers have mixed feelings about AI and its potential effects on their job prospects. So education must consider the best practice in the application of tools but also teach students design fundamentals

Shushma Patel

De Montfort University

An illustration of a robot teaching a class about the human brain

Five tips for using AI in university assessment

Instead of trying to detect students using AI for their work, we need to think differently. Here’s where to start

Tom Oliver

University of Westminster

Three levels of AI proficiency for university educators

To become proficient in GenAI, educators must move beyond one-off interactions to create workflows that increase efficiency and deepen learning. Learn how

Patrice Seuwou

University of Northampton

Building blocks with student, books and an AI chip

An augmented reality tool for accessible learning

Combining GenAI with simple augmented reality tools offers a practical way to support accessible, adaptable and interdisciplinary learning

Cindy Lam, Sai Kit Yeung, Kenichiro Takei

Hong Kong University of Science and Technology

How useful are smart glasses in improving accessibility in higher education?

Smart glasses have the potential to support learning for disabled students, but this technology also comes with significant privacy concerns. Helen Nicholson-Benn looks at how to balance functional benefits with data security and safeguarding

Helen Nicholson-Benn

Jisc

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