Can AI write practice exercises for training courses?

AI can generate customized practice exercises for training courses using generative AI tools like GPT models. This capability streamlines the creation of relevant and scalable learning activities.

Successful AI-generated exercises require clear input prompts detailing learning objectives, topic, target audience, and desired format (e.g., MCQs, case studies). The AI adapts content to difficulty levels and scenarios based on these instructions. Human review is essential to ensure accuracy, relevance, clarity, and pedagogical soundness. AI tools excel at generating variations and large volumes quickly, supporting differentiated instruction.

Developers begin by defining precise exercise requirements. They input detailed prompts into the AI tool, specifying context and constraints. The generated drafts are rigorously reviewed and refined by subject matter experts or instructional designers. This validated content is then integrated into the training materials, significantly reducing development time and cost while enabling highly tailored practice opportunities across diverse topics and learner groups.