Using AI to Personalize Learning Materials—with Human Review
A practical workflow for creating useful learning resources while keeping human judgment at the center.
Start with the learning goal
Before opening an AI tool, write down what the learner needs to do. “Understand time management” is broad. “Choose three priorities and put them into a weekly calendar” gives you something concrete to teach and review.
Give the tool a clear task
Ask for one useful resource: a short checklist, a practice exercise, or two explanations of the same idea at different reading levels. Specify the audience, format, and purpose. Use a fictional example rather than including a client’s name, private records, or other identifying details.
Review before sharing
Treat generated text as a draft. Check facts, instructions, reading level, and whether examples fit the learner’s circumstances. Work through exercises yourself. Remove assumptions about ability, family structure, access to technology, or available time. Rewrite anything that sounds impressive but does not help someone take the next step.
Try a small example
For a learner preparing a presentation, ask for a five-step planning checklist. Then review it and adapt it to the actual assignment: choose a topic, identify the main point, gather examples, rehearse aloud, and check the time limit. The assignment’s real requirements should determine the final checklist.
Use feedback to improve the resource
After the learner uses the material, ask: What was clear? Where did you get stuck? What would make this easier to use next time? Keep the helpful parts and revise the rest. In my coaching work, I use AI-assisted preparation and review the resulting materials for accuracy, clarity, and individual suitability. The tool supports preparation; the responsibility for the resource stays with me.