Good instructional design starts from learning objectives and works backward: what should the learner be able to do, and how will you know they can? It shapes how content is chunked, sequenced, practiced, and assessed.
AI can accelerate the production steps — drafting outlines, lessons, and quiz items — but the judgment about objectives, accuracy, and real behavioral outcomes still benefits from human instructional-design review.