Feature article

Defining and developing students’ critical AI literacy

By the time they arrive at university, most students are using AI. So, with the lines between AI use and original work increasingly blurred, academia now needs to teach them how to use the tools critically

Amy Allen, David Hicks

Virginia Tech

Why faculty support should look more like a writing centre

Why do institutions invest in peer writing support for students but not for staff? Anne Brubaker makes the case for a more formalised approach to faculty writing support

Anne Brubaker

Wellesley College

A group of students sitting at a table in the library

Build AI and information literacy through targeted library support

How student-centred AI literacy programmmes can build confidence, critical thinking and playful learning

Amy McEwan, Isobel Eddyshaw, Jenny McGarvey

The University of Exeter

A doctor uses a chatbot on a desktop screen

In AI-enabled healthcare education, critical thinking comes first

As technology shapes the future of healthcare, how can we embed the skills tomorrow’s medical staff will need? Find out how here

Dara Cassidy

RCSI University of Medicine and Health Sciences

Loading illustration leading to lightbulb on yellow background

‘The first step is to understand what supervisors and students need’

Many academics have limited access to structured training in doctoral supervision. Here, Paul Clarkson and Tahrima Hossain offer takeaways from designing a supervisor development programme

Paul Clarkson, Tahrima Hossain

University of Southampton

Industrial engineer inspecting a residential construction project with a VR app with a virtualisation of the building's interior

Extend reality to make learning more meaningful

To meet the challenges of the modern workplace, students need to encounter environments that simulate professional scenarios during their studies. Read about how to design extended reality activities that boost a range of discipline-specific skills

Daniel Cantú, Claudia Hernández

Tecnológico de Monterrey

How to articulate a clear identity for university libraries – and why it matters

In the digital era, the identity of the library has become blurred. Here’s how to emphasise its distinctiveness, writes John Cox

John Cox

University of Galway

Students looking at various online devices

Why do university websites drive international students away?

For most international students, the university journey begins not on campus, but online. Nirma Jayawardena offers insights on how institutions can improve their websites for overseas students, based on a recent study

Nirma Jayawardena

University of Bradford

A woman opening a package with a surprised expression on her face

How to choose the right AI tools for teaching

Educators are not always aware of the implications of using the latest shiny AI tool. Laura Milne offers guidance on balancing educational value with institutional priorities

Laura Milne

University of Chester

Empower students in their practical learning

Help your students bridge the gap between classroom theory and real-world practice by giving them ownership of the experience

Connie Li

Hong Kong Baptist University

Concept of levelling up university assessment in response to GenAI

Assessing critical thinking in critical times

The advent of generative AI plus questions about the relevance of higher education call for a closer look at how critical thinking skills are taught and measured. Kate Williams offers ways to level up traditional assessment formats

Kate Williams

Georgia Tech’s Center for 21st Century Universities

Students sitting at their desks in a classroom

Why universities must become flexible lifelong partners, not one-time providers

As careers become increasingly non-linear and shaped by rapid change, universities must evolve beyond traditional degree provision, says Sankar Sivarajah. Here, he outlines strategies

Sankar Sivarajah

Kingston University

AI literacy is the bridge between fear and the graduates we need

We need to meet the digital revolution with curiosity, rather than fear, and AI literacy is the way forward. Here’s how

Phil Laufenberg

La Trobe University

How to get your research found on Google Scholar

If people can’t find or access your work, they won’t cite it. Here, Darshan Vigneswaran explains how to ensure your academic articles surface in search and contribute to building your profile

Darshan Vigneswaran

University of Amsterdam

Two female scientists consulting a document in a lab

Routes to equity for mothers in STEM research

How institutions can help fix the STEM ‘leaky pipeline’ by addressing maternity bias, improving progression opportunities and equipping mothers with financial literacy

Rachel James

The University of Edinburgh

A supervisor and supervisee chat over a tablet

Research supervision is about more than imparting knowledge – it’s mentorship

Combining mentoring skills with structured guidance can help doctoral researchers build confidence and refine their focus. Here’s how

Shavonne M. Ekeledo

Colorado State University Global

What if the undergraduate journey were a four-year internship?

Treating work placements and co-curricular programmes as optional or supplementary misses deeper questions about whether traditional degrees prepare students for careers. Michelle Seref explains

Michelle Seref

Virginia Tech

Students and a professor in class discussing AI

Why AI literacy must be discipline specific

A one-size-fits-all approach to AI training risks leaving students unprepared for the discipline-specific demands of their future careers. Rose Luckin explores what field-specific AI literacy looks like in practice

Rose Luckin

UCL

Global classrooms, without the jet lag: a guide to transnational education

How transnational and translocal strategies can foster a global mindset and a sense of belonging in students

Jayakumar Chinnasamy

University of the West of Scotland

Opening doors: how to make work experience work for scientists and school students alike

Giving more secondary school students opportunities to experience working in a research lab means addressing faculty capacity

Kathryn Woods-Townsend, Kate Bartlett

University of Southampton

Two students sitting at a table discussing a GenAI prompt

A research-led approach to teaching GenAI prompt design

Strategies to transform student interactions with GenAI from one-line questions to robust prompts that yield reliable results and improve critical thinking skills

Mogeeb A. A. Mosleh

University of Science and Technology (Yemen)

A student sits an exam hall as her peers leave around her

The key to reducing exam anxiety? Better communication

Anxiety about assessment is leaving more students feeling overwhelmed. Ease the pressure with clarity, consistency and care

Apurav Krishna Koyande, Bhajan Lal Rahanu

Universiti Teknologi Petronas (UTP)

An AI expert presenting in front of room full of staff

Why your AI training programme won’t create an AI-literate university

Five system-level strategies for building AI literacy with guidance for both early-stage adopters and digitally mature institutions

Pavana Kiranmai Chepuri

Woxsen University

Library outreach with high school students

Using university library outreach to demystify the transition from high school to higher education

Outreach initiatives can introduce potential students to the support that will be available on campus, develop their research skills and instil a sense of belonging before they arrive. Kealin McCabe outlines different approaches

Kealin McCabe

University of Northern British Columbia

A guide to academic presentations for first-timers and nervous novices

Even when a presentation doesn’t go to plan, the experience can offer lessons about content, preparation and reflections on effective ways to communicate your research to an audience

Praysgod Mhlongo

Cape Peninsula University of Technology

A female professor at her laptop in the library

Safeguards against GenAI hallucination in literature reviews

Generative AI can speed up literature reviews, but it can also produce convincing false references. Learn practical strategies to help researchers use AI tools while keeping their work anchored in real, verifiable research

Jie Zhang, Lili Jiu, Yi Luo

Xi’an Jiaotong-Liverpool University

What new lecturers need to develop their teaching

Dialogic, developmental feedback can accelerate new lecturers’ confidence, pedagogic judgement and professional growth. Here’s how

Katherine Mansfield, Yaz Osho, Richard Paterson

University of Westminster

92 year-old Jewish Holocaust survivor, Larry Heimlich of Chicago, reading a dedication plaque at a Holocaust Monument

The gap between facts and understanding: helping students confront AI’s failings

Students often accept AI output without questioning it. Designing assignments where the tool fails – visibly and meaningfully – can change that, as Jan Burzlaff explains

Jan Burzlaff

Cornell University

Young black woman and older woman working on logistics

Assessing students when artificial intelligence is ubiquitous

If we continue to prioritise memorisation in an age of wall-to-wall information, we send the wrong message to our students and employers. Michelle Seref offers advice on assessment that builds critical thinking skills

Michelle Seref

Virginia Tech

A scientist filling a test tube in a lab

Practical ways to embed green chemistry into a packed curriculum, part 2

Find out how targeted teaching, skills-based projects and real-world context equip students to think critically about environmental and human impacts while developing as responsible scientists

Agnieszka Brandt-Talbot, Euan D. Doidge, Rebecca L. Jones, Laura Patel

Imperial College London

Three ways to make your classroom a multilingual environment

How to develop intercultural communication in students of different ethnic backgrounds, from the perspective of a translation educator

Chuan Yu

Hong Kong Baptist University

How to start reimagining assessments authentically

What does authentic assessment really look like? Through real-world tasks, meaningful application and core knowledge and skills, it supports deeper learning and a more accurate measure of students’ understanding

Karen Bunch Franklin

Georgia Tech’s Center for 21st Century Universities

A scientist drops liquid into glass vials

Guide research students to think like scientists

Research supervision is about helping students develop a scientific mindset as much as it is about imparting knowledge. Find how to guide them with these practical tips

Kamilya Kokabi

Nazarbayev University

Two chemists in a lab consulting a training manual

Practical ways to embed green chemistry into a packed curriculum, part 1

Learn how small, intentional curriculum changes can help students connect chemistry with health, environmental and social impact and sustainable development

Agnieszka Brandt-Talbot, Euan D. Doidge, Rebecca L. Jones, Laura Patel

Imperial College London

Male students presents to his classmates

Think again: reclaiming our ‘cognitive debt’ from AI

GenAI’s insidious impact on human intellectual development calls for a return to the foundations of education – reading, writing and debating, writes Shahriar Akter

Shahriar Akter

University of Wollongong

Detail of man writing music on an electric guitar

How universal design for learning can build AI proficiency

The most transformative uses of AI in teaching may have to do with how we design courses. Kim Loeffert explains how to use AI to bring UDL principles into learning and assessment

Kim Loeffert

Virginia Tech

Why AI literacy belongs in the first-year experience

Embedding AI literacy early ensures every student gains essential understanding of systems, ethics and responsible use, closing gaps left by optional or uneven provision. Learn how

Leocadia I. Zak

Agnes Scott College

Bored students sit slumped in a lecture hall

Dear educators, Gen Z here. Could you please teach us like it’s 2026?

Learning has changed drastically in the past five years, but teaching practices haven’t caught up. From your students’ perspective, here’s how to adapt

Sara Brownell

Arizona State University

The hidden research power of librarians at small research-intensive universities

Early career librarians might not see how proximity to faculty, students and institutional decision-making creates opportunities to contribute meaningfully to research initiatives. Trina Fyfe offers critical reflections

Trina Fyfe

University of Northern British Columbia

An illustration of a robot holding a lightbulb

Vibe coding belongs in your university’s GenAI literacy strategy

Most AI training teaches staff to use tools. Here’s a practical case for teaching them to build – and what we learned from doing so

Simon Wang, Nancy Guo, Kaitai Zhang

Hong Kong Baptist University

Illustration of group of diverse students under an umbrella

Five practical tips to make online and in-person courses more accessible

Addressing accessibility in teaching materials can be confusing and complicated, especially for university educators or administrators who are new to the concept. Here are five steps to get started

Bill Curtis-Davidson

Georgia Tech’s Center for 21st Century Universities

The long game: gamifying sustainability education

To integrate sustainability into the business school curriculum, why not try an interactive game? Here’s how to immerse students in real-world challenges

Cecilia Primogerio , Maria Fernanda Figueroa Herrera

Universidad Austral

A student on a field trip in the forest taking notes

The power of place to spark learning and belonging

Four place-based learning practices that can connect students to community, nature and a sense of hope for the future

Douglas Haynes

University of Wisconsin-Oshkosh

‘Small changes in assessment design can make thinking visible’

Many concerns about the impact of artificial intelligence on academic integrity and authorship have focused on controlling the tool rather than reconsidering the task, writes Nicole Brownlie. Here, she offers a shift to assess process, not just answers

Nicole Brownlie

The University of Southern Queensland

A student raises a hand at the back of class

Four ways to make sure international students understand your teaching

While all students have to grapple with new terminology, those speaking in an additional language have an extra hurdle to understanding. Find out how to tweak your teaching to better support them

Gabriel Azpilcueta, Kathy Watson

Adelaide University

A pharmaceutical machine inspector at work in science laboratory

What does AI literacy in healthcare look like?

Done well, AI literacy helps students remain safe, critical, communicative and accountable in environments where digital systems are becoming more visible, writes Andrew Barker. Here, he outlines strategies to embed it in healthcare education

Andy Barker

University of Hull

Distorted reflection of a man walking in the street

How AI is quietly distorting academic enquiry – and what to do about it

If students rely on AI summaries as starting points – or substitutes for enquiry – they risk bypassing the processes higher education is designed to cultivate: comparison, evaluation and critical analysis. Cayce Myers offers solutions

Cayce Myers

Virginia Tech

How can we embed students’ ‘cultural wealth’ in STEM teaching?

How can educators build on the knowledge, skills and personal assets students bring to the classroom? Sarah Rodriguez offers practical, adaptable strategies

Sarah L. Rodriguez

Virginia Tech

Close-up of hands flicking through flashcards

Flash cards work, but only when we teach students how to use them

Based on research comparing paper-based and digital tools, William J. Owen and Leah Chambers explain how flash cards can support learning and study skills development

William J. Owen , Leah Chambers

University of Northern British Columbia

GenAI has destroyed grading – and it’s made me a better instructor

Instead of a six-page research paper turned in at the end of a course, here’s how to focus on the real-time learning that happens between leaps of understanding and moments of doubt

Dan Sarofian-Butin

Merrimack College

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