Open access
Jul 2026
From gatekeeper to architect: operationalizing AI as a cognitive partner in higher education
A simulator-based framework that demonstrates how LLMs can scale the specific instructional mechanisms associated with individualized tutoring while preserving disciplinary standards and pedagogical authority is presented.
C. Ugrinowitsch, C. Libardi
· Frontiers in Education · 0 citations