Why AI-Generated HTML Still Needs Human Judgment and Semantic Understanding

A DEV Community article argues that AI can quickly generate navigation bars, forms, and full page layouts, but producing working markup is different from using HTML well. The author contends that developers add value by questioning whether a feature should exist at all, such as trimming an unnecessary fifteen-field registration form down to what is actually needed. The piece also stresses that HTML describes meaning and structure, so a styled div can look like a button without behaving like one. The author presents ten areas where AI still falls short on its own, starting with problem definition. The overall message is that judgment about purpose and semantics remains central to good frontend work.