Stanford CS547 HCI Seminar | Winter 2026 | Does GenAI Work in Education?
This seminar argues that GenAI's effectiveness in education hinges on 'knowledge engineering'—the systematic mapping of expert cognitive processes—to ensure high-fidelity, personalized feedback. A randomized trial demonstrates that TAs using AI suggestions based on detailed reasoning rubrics produced significantly better student learning outcomes than human-only feedback.