Psychologist Argues Students Should Only Use AI for Tasks They Master
guzdial · x · 2026-08-26
Daniel Willingham, a professor of psychology at UVA, discusses principles for student AI use. He argues that current widespread regulatory strategies in education are flawed and proposes a core guideline: students should only use AI in areas where they already possess strong proficiency. Willingham notes that learning is a product of mental work; if students use AI to substitute for essential cognitive processes, it hinders learning. This viewpoint aims to provide a theoretical basis for AI "guardrails" in education, ensuring core thinking skills are not outsourced.
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