Learning researcher warns: offloading old ideas to GenAI leaves nothing to relate new ones to
guzdial · x · 2026-11-02
Education researcher Mark Guzdial highlights the core risk of GenAI in learning, citing Carl Hendrick's new piece revisiting Daniel Willingham's aphorism in light of a paper by John Sweller and colleagues.
Understanding is about relating new ideas to old ones. If you offloaded the old ideas to GenAI, you no longer have them available to relate to new ones — AI may help you finish the current task while eroding the cognitive foundation long-term understanding requires.
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