AI transformers like ChatGPT are here, so what next?

AI writing programmes such as ChatGPT have sent tremors across the higher education sector. Will artificial intelligence free up cognitive space for deeper thinking? Or does its potential for cheating and shortcuts signal the end of critical thinking and academic integrity? This resource collection offers insight into the technology’s potential impact and advice on how educators can use it in work around assessments, academic writing, teaching and lesson planning as well as student support and research. ChatGPT itself even offers suggestions on how to use it in the classroom.

Dragon animation from a video game

Using AI to create engaging educational games for humanities students

Combine AI with gamification and storytelling activities to enhance student engagement

Dania Arriola Arteaga , Bárbara Regina Granados Guzmán

Monterrey Institute of Technology

young woman working at laptop with gavel in foreground

AI as tutor and critic: using tech to personalise education

Artificial intelligence can have practical applications for assessment in higher education, despite the focus on the threats it poses. Here are considerations when using AI to support teaching and generate feedback

Michael Butler

King’s College London

human intelligence v AI on scales illustration

Assessments that maintain fairness and authenticity without AI

In-person, reflective and analytical tasks require students to apply their learning in real-world ways that AI can’t easily replicate. Here are eight ways to tailor AI-resistant assessment

Temesgen Kifle

The University of Queensland

Robot with people rolling coins, AI subscription

Is it worth paying for GenAI?

How useful is artificial intelligence for syllabus design? A law lecturer compared the free and subscription versions of three generative AI platforms, with surprising results

Sophia De Arez Cintra

King’s College London

Students working together on a project in class

Three ways to promote critical engagement with GenAI

However much we fear its impact or despise its outputs, when teaching humanities, the best response is to encourage students to engage with it critically

Neville Morley

University of Exeter

Diverse group of students working together

Tweaks to make when teaching political science and social policies in the GenAI age

Some methods to enhance student learning of political science topics while maintaining academic integrity

Adrian Man-Ho Lam

The University of Hong Kong

AI tutor concept

Can AI offer everyone a personal tutor 24/7?

Generative artificial intelligence can trigger a certain amount of angst, but AI’s potential to support student learning should be explored, write Steve Hill and Quintus Stierstorfer

Steve Hill, Quintus Stierstorfer

LIBF

Laptop with warning sign

Higher education needs a united approach to AI

If universities’ response to AI and education is as fractured as the sector’s adoption of blended learning, we may well find ourselves in a similar position in 20 years’ time with duplicated costs and missed research opportunities, writes Sara de Freitas

Sara de Freitas

Birkbeck, University of London

Students discussing prompt writing in class

Teach students to use GenAI to create characters for stories

Over time, students will learn to perfect their prompts and work side by side with AI to enhance their creativity, write Gloria Anahí Molina Barrón and Pamela Inés Marroquin Alanis

Gloria Anahí Molina Barrón , Pamela Inés Marroquin Alanis

Monterrey Institute of Technology

Student sat at a desk listening to an off-screen teacher in cass

How to assess and enhance students’ AI literacy

Students must learn to critically evaluate AI and use it to boost their productivity. Rohini R. Rao explains

Rohini Rao

Manipal Academy of Higher Education

Robot hand typing

The (AI) sky isn’t falling

Students using generative AI to write their essays is a problem, but it isn’t a crisis, writes Christopher Hallenbrook. We have the tools to tackle the issue of artificial intelligence

Christopher R. Hallenbrook

California State University, Dominguez Hills

assessment concept

Leverage large language models to assess soft skills in lifelong learning

Leadership and critical-thinking skills are difficult to measure. Here, Jonna Lee offers case studies that test the idea of integrating large language models into assessment practices as a feedback tool to empower both students and instructors

Jonna Lee

Georgia Tech’s Center for 21st Century Universities

Researcher looking through a microscope in a lab

The GenAI awakening: navigating the new frontier of research support

As Generative AI gains traction in the world of research, Ryan Henderson and Ayla Kruis shed light on using it responsibly in research support

Ryan Henderson, Ayla Kruis

Utrecht University, University Medical Center Utrecht

podcast graphic

THE podcast: the future of XR and immersive learning

Immersive technology expert Monica Arés explains how the combination of artificial intelligence and extended reality in education has the potential to unlock curiosity and learning, the costs that come with these tools and what she thinks teaching technology will look like in 2034

Monica Arés

Imperial College London

A student studying at a laptop

In an artificially intelligent age, frame higher education around a new kind of thinking

One of the helpful by-products emerging from the advent of AI is that we are beginning to reflect more critically on the way we think, writes David Holland

David Holland

University of East Anglia

AI in healthcare concept

Charting the future: ChatGPT’s impact on nursing education and assessments

Interactive workshops and user-friendly guides can unlock the potential of ChatGPT in assessment and overcome initial hesitation around its use. Here, Dianne Stratton-Maher looks at ethical and responsible use of generative AI

Dianne Stratton-Maher

University of Southern Queensland

Students discussing AI in the classroom

How to partner with AI and improve the learning experience

As generative AI permeates the classroom, educators are faced with a very important question: is it a friend or a foe?

K. V. Sriram

Manipal Academy of Higher Education

AI projection coming out of a laptop

AI and assessment redesign: a four-step process

If GenAI tools have ushered in an era in which institutions can no longer assure the integrity of each individual assessment, the sector must focus on assuring the integrity of awards, write Samuel Doherty and Steven Warburton

Samuel Doherty , Steven Warburton

The University of Newcastle, Australia

filling out form on laptop

AI can help fix student evaluations

With large language models to provide reports and analysis, educators can make use of generative AI to improve the process of student evaluations, writes Adnan Ajšić

Adnan Ajšić

American University of Sharjah

Arrows diverting into two streams

The trouble with Bloom’s taxonomy in an age of AI

When using large language models to create learning tasks, educators should be careful with their prompts if the LLM relies on Bloom’s taxonomy as a supporting dataset. Luke Zaphir and Dale Hansen break down the issues

Luke Zaphir , Dale Hansen

The University of Queensland

Student looking at a hologram of a brain

How can we teach AI literacy skills?

Universities have made positive strides in improving digital literacy for graduates, but now they need to do the same for AI literacy

Christine O’Dea, Michael O’Dea

King’s College London, University of York

Two students stitting outside on the grass with their laptop and text books

We need to address the generative AI literacy gap in higher education

Holding open the question of generative AI’s role in higher education presents an opportunity for us to model our access values to our students, colleagues and the wider public, writes Kyle Jensen

Kyle Jensen

Arizona State University

A robot hand takes a survey using emoji faces

How AI can revolutionise the way we analyse student surveys

Student surveys provide a potential goldmine of data. Kirsty Bryant suggests deploying AI to maximise your insight

Kirsty Bryant

University of Westminster

Four stages of robot evolution concept

Four steps for integrating generative AI in learning and teaching

From class preparation to critical thinking and reflection, this four-step checklist will help university teachers support the ethical and informed use of artificial intelligence tools in the classroom

Zheng Feei Ma, Antony Hill

University of the West of England Bristol

A teacher gestures to a computer while three students listen

Transition from expert to guide by embracing generative AI

In the process of learning how to use generative AI, Kyrin Liong rekindled her inner student

Kyrin Liong

Singapore Institute of Technology

Cat in a box

Don’t just chat(GPT): turn on critical interrogation

Critical thinking is often seen as the antidote to generative AI. But what if educators took it one step further back and aimed to encourage students’ curiosity? Giuseppe Cimadoro explains

Giuseppe Cimadoro

St Mary’s University Twickenham

Robot in business meeting

Three ways to use ChatGPT to enhance students’ critical thinking in the classroom

The balance between technology and traditional educational values, as well as ensuring that AI complements, rather than replaces, the human element in education, are the keys to maximising AI’s benefits in the classroom, writes Nikolas Dietis

Nikolas Dietis

University of Cyprus

Young woman using an Ipad at work

Eight ways to improve your digital well-being

To counteract the detrimental consequences of excessive screen time and digital overload, we must take a thoughtful and balanced approach, writes Nisha P. Shetty

Nisha P. Shetty

Manipal Academy of Higher Education

human hands using laptop with robot hand emerging from screen

Students see the benefits of AI-generated learning content

Students might already show a preference for AI-generated online learning content, so academic colleagues and institutions need to capitalise on this to improve resource management and staff well-being, write Dean Fido and Gary F. Fisher

Dean Fido, Gary F. Fisher

University of Derby

A illustration of four robots beating a human in a hurdles race

Go head-to-head with ChatGPT to enhance your students’ personal learning

Pitting yourself against artificial intelligence can enhance your students’ motivation and critical thinking. Eric Tsui shows how

Eric Tsui

The Hong Kong Polytechnic University

Young female student writing at a desk

Writing responsibly: how to use reflective practices to navigate ChatGPT

Reflective writing exercises can mitigate the influence of artificial intelligence on students’ learning, while also enriching understanding and giving students a chance to express themselves, writes Mario Carrera

Mariano Carrera

King Mongkut’s University of Technology North Bangkok

Business students writing prompts for AI

Embrace AI tools to improve student writing

Rather than trying to keep it out of the classroom, here are ways faculty can facilitate more effective use of ChatGPT for writing assignments

Pamela Bourjaily

University of Iowa

A yellow toy robot waves hello

How hard can it be? Testing the dependability of AI detection tools

Students are using artificial intelligence to write essays and other assessment tasks, but can they fool the AI detection tools? Daniel Lee and Edward Palmer put a few to the test

Daniel Lee, Edward Palmer

The University of Adelaide

AI concept

Learning the machine: shaping the future of creative education

Educators should engage with artificial intelligence and other technologies not just as users but as influencers, write Ed D’Souza and Sunil Manghani

Ed D'Souza, Sunil Manghani

University of Southampton

Cooperation and partnership between robot and human stock illustration

Roles for AI to play in the classroom

From supporting classroom debate and discussion to problem-solving and decision-making, here are ways that artificial intelligence can enhance teaching and learning

Carl Follmer

University of Iowa

Brain supplanted by machine AI

Will ChatGPT change our definitions of cheating?

We can’t yet know if we have a full taxonomy of ChatGPT-enhanced mischief, or whether certain uses should be classed as mischief at all, writes Tom Muir

Tom Muir

Oslo Metropolitan University

Cartoon of a detective with a magnifying glass analysing a piece of paper being held by a robot

Can we spot AI-written content?

A look at common features of large language model-created writing and its implications for how we might assess students’ knowledge and skills in the future

Cesare Giulio Ardito

University of Manchester

Two engineers working together in a laboratory

ChatGPT and generative AI: 25 applications to support research

In the fifth and final part of their series looking at 100 ways to use ChatGPT in higher education, Seb Dianati and Suman Laudari share 25 prompts for the AI tool to support research

Seb Dianati, Suman Laudari

Charles Darwin University

A robot acting as a lecturer

ChatGPT and generative AI: 25 applications to support student engagement

In the fourth part of their series looking at 100 ways to use ChatGPT in higher education, Seb Dianati and Suman Laudari share 25 prompts for the AI tool to boost student engagement

Seb Dianati, Suman Laudari

Charles Darwin University

A robot holds up a sign showing two people talking

Harness human and artificial intelligence to improve classroom debates

A guide to using artificial intelligence to support nuanced class debates that train students’ critical thinking and communication skills

Elmar Kutsch

Cranfield University

search engine concept

Breaking academic barriers: language models and the future of search

The true potential of generative AI and large language models remains underexplored in academia. These technologies may offer more than just answers. Here’s how the insights they offer could revolutionise academic search and discovery

Adrian Raudaschl

Elsevier

Two colleagues working together at a computer

ChatGPT and generative AI: 25 applications to support administrative tasks

In the third part of their series looking at 100 ways to use ChatGPT in higher education, Seb Dianati and Suman Laudari share 25 prompts for the AI tool to assist with administrative duties

Seb Dianati, Suman Laudari

Charles Darwin University

Writing a prompt for generative AI

Mastering generative AI: crafting reusable prompts for effective learning design

Richard McInnes and Ajay Kulkarni discuss how to get consistent quality and replicable results when using generative AI to support course design and development

Richard McInnes, Ajay Kulkarni

The University of Adelaide

AI robot checking writing

Enhancing manuscript clarity and ethical credibility with ChatGPT

Ikenna Uwanuakwa shares experience and tips for using ChatGPT to improve academic writing without falling foul of ethical considerations

Ikenna Uwanuakwa

Near East University

Abstract image representing free thoughts flying from a head in the form of butterflies

Biased AI poses a threat to academic freedom that must be confronted

How academics can manage and guide the use of generative artificial intelligence such as ChatGPT so that it enhances learning and independent thought and does not hamper academic freedom

Shweta Singh

The University of Warwick

A lecturer speaks to a hall of students

Should we trust students in the age of generative AI?

A look at how institutions can shape their policies relating to generative AI such as ChatGPT to build trust among students and guide them in its responsible use

Loïc Plé

IÉSEG School of Management

ChatGPT for course design

Embracing generative AI as a co-design partner for designing and developing courses

Generative AI is here to stay, so what opportunities are there for educational developers and learning designers to leverage it as a partner when designing courses?

Richard McInnes

The University of Adelaide

Bloom's taxonomy and generative AI

How can generative AI intersect with Bloom’s taxonomy?

Like in a video game, AI allows us to jump multiple levels, but that doesn’t mean the much-used framework becomes obsolete – we might just need a new approach

Christine Rivers, Anna Holland

University of Surrey

Human brain and metacognition

Collaborating with artificial intelligence? Use your metacognitive skills

Metacognition in humans holds the key to ‘collaborative intelligence’ – making the most effective use of the complementary strengths of human and artificial intelligence

Claire Mason, Sidra, Andrew Reeson, Cécile Paris

Commonwealth Scientific and Industrial Research Organisation (CSIRO)

A robot teacher in front of a blackboard

ChatGPT and generative AI: 25 applications in teaching and assessment

In the second part of their series looking at 100 ways to use ChatGPT in higher education, Seb Dianati and Suman Laudari share 25 prompts for such AI tools to assist with teaching and assessment

Seb Dianati, Suman Laudari

Charles Darwin University

Evolution of man

Adapt, evolve, elevate: ChatGPT is calling for interdisciplinary action

Our response to ChatGPT and its successors should be one that encourages open, interdisciplinary discourse and supports research investigating AI from every angle

Leanne Ramer

Simon Fraser University

Universities on Fire climate change podcast

THE podcast: the AI university is coming

AI expert Ashok Goel is back on the podcast to help us understand the implications of ChatGPT for higher education and what will happen next

Ashok Goel

Georgia Tech’s Center for 21st Century Universities

Illustration of human intelligence interacting with artificial intelligence

An introduction to prompting generative AI like ChatGPT for teaching and learning

To fulfil its potential, generative artificial intelligence requires effective instructions. In the first of a five-part series, Seb Dianati and Suman Laudari explain how to craft a useful AI prompt

Seb Dianati, Suman Laudari

Charles Darwin University

Asian students learning

Four directions for assessment redesign in the age of generative AI

The rise of generative AI has led universities to rethink how learning is quantified. Julia Chen offers four options for assessment redesign that can be applied across disciplines

Julia Chen

The Hong Kong Polytechnic University

Conceptual image of someone using AI generated knowledge

How ChatGPT killed my discussion boards and prompted new prompts

Advice on learning and discussion prompts that require students to think beyond the remit of AI responses

Sara Cline

Athens State University

THE podcast graphic

THE podcast: how to use generative AI in your teaching and research

Higher education is only beginning to understand the impact that generative AI tools such as ChatGPT will have on teaching and research. Three intrepid explorers join us in this episode to share what useful functions they’ve discovered for the technology

Jennifer Rose, David Nicol, Brooke Szücs

University of Manchester, University of Glasgow, The University of Queensland

Three The Thinker statues around a laptop

Is critical thinking the answer to generative AI?

Designing assessment that tests critical thinking has value and practicality, so the challenge is figuring out questions that flummox the AI without creating wildly difficult problems for students, write Luke Zaphir and Jason M. Lodge

Luke Zaphir , Jason M. Lodge

The University of Queensland

Woman using AI to aid research

Three ways to leverage ChatGPT and other generative AI in research

A guide to three key uses of generative AI tools like ChatGPT in developing and enhancing research

Daswin De Silva, Mona El-Ayoubi

La Trobe University

Illustration of robot framed by screen acting as editor to writer at laptop

Not replacing but enhancing: using ChatGPT for academic writing

Generative AI and how it can be used for plagiarism has provoked fear in higher education. However, the technology can also improve and accelerate your writing process if it is applied in a constructive, positive manner

Brooke Szücs

The University of Queensland

ChatGPT hack using Google Drive for academics and student essays

A simple hack to ChatGPT-proof assignments using Google Drive

What if there was a way to maintain the essay in all its three constituent parts – reading, thinking, writing – in the age of ChatGPT? Dave Sayers thinks he has an answer

Dave Sayers

University of Jyväskylä

Robot standing in front of a chalk board

An evaluation of ChatGPT in action

When set a task, how does ChatGPT really perform and what does this tell educators about how to craft their questions and assignments to avoid students relying entirely on this AI tool to generate answers?

Karen Kenny

University of Exeter

Robot in thoughtful pose with hand to chin

Re-evaluating natural intelligence in the face of ChatGPT

Generative AI tools mean that our pedagogy, understanding of specialisation and how we value human abilities such as empathy, compassion and critical thinking must change

Elvin Lim , Andrew Koh

Singapore Management University

A woman communicating with a chatbot on her laptop

How to make ChatGPT work as a teaching assistant: a case study in law

A guide to working with AI writing tool GPT-4 to train it as a useful teaching assistant to answer students’ questions, based on Benjamin Liu’s experience doing so in law

Benjamin Liu

University of Auckland

Illustration of man in suit hurdling ahead of robots

Effective assessment practices for a ChatGPT-enabled world

Assessment methods that require students to produce authentic, novel and personalised responses can help educators stay ahead of the uncertainty and workload that AI writers create

Jonna Lee

Georgia Tech’s Center for 21st Century Universities

Prompt questions for ChatGPT

Prompt engineering as academic skill: a model for effective ChatGPT interactions

Gathering information from AI requires a new layer of search skills that includes constructing effective prompts and critically navigating and evaluating outputs

Adrian J. Wallbank

Oxford Brookes University

ChatGPT and AI can be used to aid university assessment

How ChatGPT can help disrupt assessment overload

Advances in AI are not necessarily the enemy – in fact, they should prompt long overdue consideration of assessment types and frequency, says David Carless

David Carless

The University of Hong Kong

Robot looking through a microscope

AI text detectors: a stairway to heaven or hell?

The emergence of GPTZero, OpenAI’s text classifier and Turnitin’s AI detector bring a risk of over-reliance on AI classifiers. Are they a solution or a further problem to be solved?

Miguel de Carvalho

The University of Edinburgh

Student considering a question at their laptop

How can we teach and assess with ChatGPT?

A guide to designing teaching and assessments that encourage students to learn with and about ChatGPT

Soumyadeb Chowdhury , Samuel Fosso Wamba

TBS Education

Illustration of robot working on laptop while young man with beard drinks coffee

How generative AI like ChatGPT is pushing assessment reform

AI has brought assessment and academic integrity in higher education to the fore. Here, Amir Ghapanchi offers seven ways to evaluate student learning that mitigate the impact of AI writers

Amir Ghapanchi

Victoria University

Student cheating using their mobile phone during an exam

Keep calm and carry on: ChatGPT doesn’t change a thing for academic integrity

ChatGPT is a technological advancement on an already present risk of academic integrity, therefore the same careful approach to assessment design is required to minimise cheating, write Patrick Harte and Fawad Khaleel

Patrick Harte , Fawad Khaleel

Edinburgh Napier University

A man looking up a steps that appear to lead into a human head

ChatGPT and the future of university assessment

Artificial intelligence-powered tools like ChatGPT are forcing a much-needed opportunity to reimagine the role of education in the 21st century, says Alex Sims

Alex Sims

University of Auckland

A robot supporting analysis

Three creative ways to use ChatGPT in class

New AI tools such as ChatGPT increase educators’ capabilities, freeing us from fact-gathering to focus on more sophisticated problems and higher-level understanding, writes Esteve Almirall

Esteve Almirall

Esade

Students comparing notes and work in pairs

ChatGPT as a teaching tool, not a cheating tool

How to use ChatGPT as a tool to spur students’ inner feedback and thus aid their learning and skills development

Jennifer Rose

University of Manchester

A robot assistant carrying a pile of books

ChatGPT and learning design: what online content creation opportunities does it offer?

A guide to how ChatGPT and other AI writers can be used to help learning designers and faculty create course content more efficiently

Dawn Gilmore, Anitra Nottingham, Marcelo Zerwes

RMIT University

Vintage-style photo of secretary and co-worker

We don’t teach students to use a slide rule in a world of calculators

Accelerating AI capabilities give rise to ethical questions about use, for students and educators. With the technology here to stay, how can universities equip future decision-makers with the skills they will need for the workplace?

Micheal Axelsen, Suzanne Bonner

The University of Queensland

Using ChatGPT to plug the gap in student attainment and the awarding gap

How to use ChatGPT to help close the awarding gap

Academics must put their fears of AI aside and understand how it can be employed to bridge attainment gaps in their programmes, say Dean Fido and Craig Harper

Dean Fido, Craig Harper

University of Derby, Nottingham Trent University

Illustration of robot helping man climb a block

How AI will make university teachers’ lives easier

Is artificial intelligence a looming existential threat to higher education? Or is AI technology such as ChatGPT a shot in the arm that teachers can use to improve our productivity?

Jack Wang

The University of Queensland

Using ChatGPT in your university classes and lectures right now

So, you want to use ChatGPT in the classroom this semester?

Ben Swift outlines some methods and things to think about if you’re unsure about ChatGPT but would like to start incorporating it in your classes right away

Ben Swift

Australian National University

Robot writing

Original essays written in seconds: how ‘transformers’ will change assessment

Artificial intelligence that generates original text will be both empowering and disruptive for students and higher education at large, say Mike Sharples and Rafael Pérez y Pérez

Mike Sharples , Rafael Pérez y Pérez

The Open University, Metropolitan Autonomous University

AI writing

Eight ways to engage with AI writers in higher education

Just as spelling checks and predictive text have become accepted, so too will AI writers, so educators should help students responsibly engage with and understand the potential and limitations of these text generators, writes Lucinda McKnight

Lucinda McKnight

Deakin University

Image showing a human and AI writing together

ChatGPT and the rise of AI writers: how should higher education respond?

The proliferation of AI text generators such as ChatGPT has major implications for higher education. Nancy Gleason explores how educators should respond to these tools which can write essays in seconds

Nancy Gleason

New York University Abu Dhabi

Computer code represents Chat GPT greeting the world

I bring new and engaging ways for students to learn in the classroom

Based on a prompt from THE Campus editors, the language generation software ChatGPT argues why it should be used in the classroom and gives examples of how it can assist faculty in teaching

Chat GPT

Campus

Back to the future

ChatGPT has arrived – and nothing has changed

ChatGPT may make it a little easier for students to cheat, but the best ways of thwarting cheating have never been focused on policing and enforcement, says Danny Oppenheimer

Danny Oppenheimer

Carnegie Mellon University

Will AI writers rob students of their agency and free will

ChatGPT and AI writers: a threat to student agency and free will?

If we resign ourselves to thinking that resistance is futile and allow AI to replace students’ voices, we are surely guilty of abandoning our responsibilities as educators

Adrian J. Wallbank

Oxford Brookes University

Robot teacher

What AI-generated lesson plans might mean for educators

Educators can use the issues, challenges and opportunities brought by artificial intelligence to think about teaching in terms of design and process rather than outcomes

Nick Kelly, Kelli McGraw

Queensland University of Technology