A traditional computer lab teaches software use. An AI lab teaches students how intelligent systems actually make decisions — from labeled datasets to trained models to real predictions. This piece compares the setup, curriculum, and outcomes schools can expect from each approach, and how to plan a transition without disrupting existing infrastructure.