AI Coding Will Prevent Expertise: The 'Expert Novice' Paradox

Coding expertise is going to collapse from AI reliance

A developer argues that reliance on AI coding tools is creating a generation of 'expert novices' who lack the deep understanding needed to use these tools effectively. Citing studies from JetBrains, UPenn, and Anthropic, the article shows that heavy AI assistance leads to an 'illusion of competence' and worse outcomes, while those who mitigate AI use develop 'negative expertise.' The author warns of a 'pipeline collapse' in the industry and advocates for a 'friction first' approach to learning.