CodeExemplar: Example-Based Scaffolding for Introductory Programming in the GenAI Era

Boxuan Ma, Shinichi Konomi

Generative AI (GenAI) can generate working code with minimal effort, creating a tension in introductory programming: students need timely help, yet direct solutions invite copying…