Tracing Prompt-Level Trajectories to Understand Student Learning with AI in Programming Education

Tianyu Shao, Miguel Feijóo-García, Yi Zhang +4

As AI tools such as ChatGPT enter programming classrooms, students encounter differing rules across courses and instructors, which shape how they use AI and leave them with unequal…