In a CS visualization course, AI coding labs showed refinement as half of student prompts, explanation nearly absent, optional AI preferred by only 56%, and final projects more polished but visually homogeneous.
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"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course
In a CS visualization course, AI coding labs showed refinement as half of student prompts, explanation nearly absent, optional AI preferred by only 56%, and final projects more polished but visually homogeneous.