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The Offloading Ladder: How Experience Changes What Learners and Practitioners Should Hand to Artificial Intelligence

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cognitive-offloadingeducationexpertisegenerative-ailearning
Learning involves struggle, and large language models make it easy to offload the cognitive work that produces learning. Recent studies show that this offloading also lowers learners' persistence and interest, although offloading repetitive work can leave people more time for the high-order work tha
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