Central to this is the question of how distinctly human capacities for reasoning, judgement, creativity, imagination, and critical reflection are formed and exercised in interaction with AI. Generative AI raises questions not only about what cognitive tasks can be delegated to machines, but also about how engagement with AI may support, constrain, or transform the creative and epistemic capabilities through which people learn, generate ideas, make judgements, and act in the world.

This one-day workshop is open to all, and participation is free of charge.

Questions for discussion during the workshop:

• How are the capacities to think, create, and judge well actually formed in an age of AI, and who is responsible for forming them?
• Which human capabilities are foundational to agency in an age of AI, and which need to be developed before cognitive tasks can be meaningfully delegated?
• How can interaction with generative AI support — or constrain — the development of reasoning, judgement, creativity and imagination?
• What forms of guidance, pedagogy and professional judgement enable productive encounters with AI in education?
• What evidence do we currently have, what is missing, and what research is needed to inform educational practice and policy?

The workshop is hosted and convened by Dr Ingunn Johanne Ness, AI LEARN, University of Bergen, Dr. Hiwa Målen, AI LEARN, University of Bergen; Professor Ann Kristin Glenster, LOGOS, University of Cambridge; Dr Peter Bannister, LOGOS; and Dr Hilla Tal, LOGOS.

The workshop contributes to AI LEARN’s internationalisation objectives by establishing and strengthening collaboration between the University of Bergen and the University of Cambridge. It is intended to serve as a foundation for a longer-term international research relationship between AI LEARN and LOGOS. The workshop discussions will help identify shared research priorities, evidence gaps, and questions that can inform future research, educational practice, and policy dialogue.

^PROGRAMME

Morning — open session

09.30 Welcome and introduction

Dr Ingunn Johanne Ness, AI LEARN, University of Bergen

09.45 Setting the scene: formation and the limits of evidence

Dr Peter Bannister, LOGOS, University of Cambridge

09.55 Roundtable discussion: Human agency in the age of AI

Professor Ann Kristin Glenster and Dr Hilla Tal, LOGOS, University of Cambridge

11.15 Coffee

11.30 Human Agency in Interaction with AI: Perspectives from AI LEARN

AI LEARN, University of Bergen

Stepping into the Latent Space: Towards a Literacy of Relations — Dr André Mestre, AI LEARN, University of Bergen

Doing Time with AI: On the Temporal Texture of Human Agency — Dana Kvietkute, AI LEARN, University of Bergen

12.00 Workshop: Picturing the Technology, Testing the Threshold

Facilitated by the Cambridge team

13.00 Close.