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cs.AI2026
ConvoLearn: A Learning Sciences Grounded Dataset for Fine-Tuning Dialogic AI Tutors
Mayank Sharma, Roy Pea, Hari Subramonyam
Despite their growing adoption in education, LLMs remain misaligned with the core principle of effective tutoring: the dialogic construction of knowledge. We introduce ConvoLearn,…
cs.AI2025
CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video
Wengxi Li, Roy Pea, Nick Haber +1
We introduce CogGen, a learner-centered AI architecture that transforms programming videos into interactive, adaptive learning experiences by integrating student modeling with gene…