Unpacking Vibe Coding: Help-Seeking Processes in Student-AI Interactions While Programming

This research explores "vibe coding," a method where students use generative AI for programming through natural language. It found that high-performing students use AI for inquiry and exploration, while low performers delegate tasks for ready-made solutions, indicating AI currently mirrors student intent rather than optimizing for learning.