Cognitive Offload Visibility: A design principle for instructional design and assessment in AI-mediated nursing education.
Generative artificial intelligence (AI) is embedded in the everyday work of nurse educators and students, yet the boundary between learner cognition and AI cognition often remains invisible. AI-assisted work can circulate without explicit differentiation between the contribution of the tool and the human, thereby confo...