Scaffolding Metacognition in Programming Education: Understanding Student-AI Interactions and Design Implications

Boxuan Ma, Huiyong Li, Gen Li +6

Generative AI tools such as ChatGPT now provide novice programmers with unprecedented access to instant, personalized support. While this holds clear promise, their influence on st…