"The Double-Edged Sword: Deconstructing the Illusion of Learning in the Age of Educational AI"
Abstract
"\u2014The rapid integration of Artificial Intelligence (AI) into global education systems promises a revolution in personalized learning and administrative efficiency. However, this promise is shadowed by a pervasive and pedagogically dangerous counterpart: the illusion of learning. This essay argues that generative AI, when implemented without critical pedagogical scaffolding, risks replacing the substantive cognitive labor of education with a simulacrum of its outputs. It creates illusions of competency, understanding, and educational progress, ultimately threatening to degrade the foundational human skills of critical thinking, recursive drafting, and knowledge synthesis. Drawing on contemporary discourse, this analysis deconstructs three core illusions\u2014the Product Illusion, the Competency Illusion, and the Efficiency Illusion\u2014and proposes a framework for \"pedagogical counter-measures\" aimed at harnessing AI as a tool for intellectual augmentation rather than cognitive substitution."
Fields of Study & Subjects
Artificial Intelligence in Education
Digital Education and Society
Artificial Intelligence in Healthcare and Education
Publication details
- Journal / source
- IEEE DataPort
- Publication date
- 10 February 2026
- Language
- EN
- Document type
- Dataset