G. W. Collins

Paper-first knowledge engineering as a pedagogical framework for cognitive agency in AI-assisted learning

This study investigates how a structured “paper-first” approach can support cognitive engagement during artificial intelligence (AI)-assisted academic work in higher education. Growing reliance on generative AI has increased concerns about surface-level learning, trial-and-error prompting, and reduced student ownership...