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Clustering methods can streamline feedback for student teams, while advanced LLMs like GPT-5.2 significantly improve assessment accuracy in computing education.
Forget simple reading logs – understanding a student's "flow state" and reading strategies unlocks a deeper understanding of learning outcomes.