Never-skilling: the research says juniors using AI never learn to debug

Recent research highlights a phenomenon called "never-skilling," where novices relying on AI assistance fail to develop essential skills such as debugging. A study with junior software engineers showed those using AI assistants learned less and performed worse on debugging tasks compared to those coding without AI help. Similar concerns arise in medical training, where dependence on AI may hinder the development of independent clinical reasoning.