Thinking-Visibility: An Interventionist Reconceptualisation of Assessment in the Age of AI Co-Production
This study employs a CHAT-based Change Laboratory intervention to demonstrate that while integrating AI co-production into assessment necessitates a shift toward "thinking-visibility" and irreplaceable teacher judgement, most structural contradictions regarding authenticity and policy remain unresolved, requiring further institutional reform.