During a recent interview for a longitudinal study on undergraduate writing and learning that I am conducting at my school, one student described a course he was currently taking with…

Large language models can explain concepts, summarize readings, and even generate practice problems. But developing professional expertise—the kind of strategic thinking, judgment, and problem-solving that distinguishes novices from experts—requires more…