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8 September 2025

Making Human Learning Visible in a World of Invisible AI







 Author

 




Abby Osborne
Assessment and Feedback Development Lead Centre for Learning and Teaching, University of Bath


How do we help students develop critical thinking in a world shaped by generative AI? That’s the central question behind our international collaborative project between the University of Bath and Stellenbosch University, supported by QAA.

 

In the first phase of the project, we spoke with academic staff, as well as those who support learning in other ways, to explore how they understand and address critical thinking in their practice. Their insights shaped the development of a flexible critical thinking framework (Fig 1), one that moves beyond generic definitions and roots critical thinking in context-specific teaching practice. 

 

During Phase 2, this framework was used to design and run staff workshops at both institutions. These sessions supported educators to reflect on what critical thinking looks like in their subject (‘Critical Clarity’ and ‘Critical Context’), and to co-design small-scale interventions aimed at making critical thinking more visible and meaningful to students. In particular, the framework enabled staff to consider barriers which may undermine their learners’ critical thinking, enabling interventions to be tailored to the needs of students in their respective disciplinary and cultural contexts (‘Critical Capital’).



Critical Thinking Framework, University of Bath and Stellenbosch University in conjunction with QAA, 2025

Critical Thinking Framework, University of Bath and Stellenbosch University in conjunction with QAA, 2025

 


A range of creative approaches were developed to design tailored interventions, including applying critical thinking to a specific and relatable context, providing time and space for students to articulate the barriers they experience related to critical thinking and helping students to capture their critical thinking on the page to develop their critical writing skills.

 

Whilst the interventions reflected the varied needs of the students in their respective academic contexts, they all shared the common feature of making critical thinking more visible and tangible. The approaches developed were also designed to be small-scale, light-touch and manageable for busy academics with a hectic schedule.


 

We are now collating staff and student feedback on these interventions, with early responses highlighting the value of being more intentional and explicit in how critical thinking is embedded in teaching. Staff have articulated the value for them of having time and space to think about critical thinking and use this as opportunity to make this more explicit and visible in their curriculum. 


Next, we are excited to dive deeper into the cross-institutional findings and explore how the international dimension of the project shapes our understanding of critical thinking in different educational and cultural settings. We're also thinking about how to share the practical resources we’ve developed in ways that will support colleagues more widely.