IEEE DataPort : The Double-Edged Sword: Deconstructing the Illusion of Learning in the Age of Educational AI - 2026
Download ReportIEEE DataPort : The Double-Edged Sword: Deconstructing the Illusion of Learning in the Age of Educational AI - 2026
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by Thobias Sarbunan
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Format: DOCX, PDFPublisher: IEEE DataPortPublication Date of the Electronic Edition: 02/11/2026
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ISBN: 10.21227/gp5e-7j81
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—The 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—the Product Illusion, the Competency Illusion, and the Efficiency Illusion—and proposes a framework for "pedagogical counter-measures" aimed at harnessing AI as a tool for intellectual augmentation rather than cognitive substitution.
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