Your experience at work, in a volunteer group, or with a hobby may give you something useful to teach. AI can help organize that knowledge into a short course. You still need to check the material and watch someone try it.
Start with a small pilot: one audience, one result, and three short lessons. A document and a simple demonstration are enough to test the idea before choosing a course platform.
Guided practice · Beginner
Build a small course you can check
Leave with a three-lesson outline, a demonstration and a separate practice answer guide.
- Your planning time: about 15–20 minutes. The example course itself is planned for 30 minutes.
- Device: a phone, tablet or computer.
- Access and cost: read and check the example free on this page, with no account. An AI text-chat tool is optional; its own access limits and prices apply.
The meeting notes are fictional. You do not need to upload work records or buy a course platform.
Need help? Copy and paste or Handle invented commitments.
1. Choose one result
Describe something the learner should be able to do. “Turn meeting notes into a checked action list” gives you a clearer target than “become more productive.” Carnegie Mellon’s course-design guidance explains how learning objectives, activities, and assessments should work together.
Choose a task you already do competently. Write down who needs help, what they already know, and where beginners usually get stuck. Use your own examples, with identifying details removed.
2. Copy a complete exercise
The prompt includes demonstration notes, a different learner task and a flawed answer to repair. Read it and draft your own plan, or paste the whole exercise into a new AI chat.
This is a fictional teaching-design exercise. Plan three 10-minute lessons for volunteer committee members learning to turn meeting notes into checked actions and unresolved questions. Each 10-minute lesson must include demonstration, practice and checking time; show the minute total. The learner should preserve the agreed task, owner and deadline and leave unagreed suggestions unassigned.
Demonstration notes: M1 — Maya will book the room by Friday. M2 — Lee suggested ordering refreshments; no decision was made.
Independent practice notes: P1 — Noor will send the attendee list by Wednesday. P2 — Pat suggested borrowing a projector. No decision, owner or deadline was agreed.
Friday and Wednesday have no supplied calendar dates. Do not invent them.
Return: one observable learning goal; a three-lesson plan; a checked demonstration answer; an answer guide for the independent practice; and specific feedback on this flawed practice answer: “Noor sends the list by Wednesday. Pat books the projector by Friday.”
Use only these notes. Cite M1/M2 or P1/P2 beside each answer. Do not add people, commitments, sources, learner results or claims that the course has been tested. Keep any proposed teaching timings labelled as a plan. Do not publish or send the course.
The proposed three-lesson course lasts 30 minutes, including practice. The worked example below shows one possible structure. Change it if a learner needs more time; a polished outline alone does not establish that the lessons work.
3. Build a demonstration and a separate practice task
The example below is an illustrative teaching plan, checked against the supplied notes. It has not been tried with learners. Teaching times are proposals, not measured results.
Worked example: a 30-minute teaching plan
Learning goal: given short meeting notes, identify the agreed action with its owner and deadline, and record an unagreed suggestion as an unresolved question without assigning it.
- Lesson 1 — Separate an agreement from a suggestion (10 minutes). Demonstrate the difference in M1 and M2 for 3 minutes. Ask the learner to classify P1 and P2 for 4 minutes. Compare their reasons with the notes for 3 minutes.
- Lesson 2 — Record only the stated task, owner and deadline (10 minutes). Show the Maya record for 3 minutes. Let the learner write the Noor record and mark the projector gaps for 4 minutes. Check each field against its source for 3 minutes.
- Lesson 3 — Explain and repair an invented commitment (10 minutes). Show the flawed Pat answer for 2 minutes. Let the learner repair it and explain why for 5 minutes. Check the repair against P2 for 3 minutes.
Planned total: 10 + 10 + 10 = 30 minutes, including demonstration, practice and checks. Adjust after observing a willing learner; no completion time has been tested.
Demonstration answer: Maya — book the room — by Friday (M1). Ordering refreshments remains a suggestion with no decision, owner or deadline established (M2). No calendar date for Friday has been supplied.
Check the independent practice before revealing the answer
Using P1 and P2, write one agreed action and one unresolved question. Then explain what is wrong with “Pat books the projector by Friday.”
Reveal the practice answer and useful feedback
Agreed action: Noor will send the attendee list by Wednesday (P1). The calendar date is not supplied.
Unresolved question: will the group borrow a projector? No decision, owner or deadline is agreed (P2).
Feedback: “Your Noor entry preserves the stated task, owner and deadline. Pat suggested a projector; that is not an agreement to book it. Move the projector to unresolved questions and remove the invented owner and Friday deadline.”
Repair: “Noor sends the attendee list by Wednesday. Projector borrowing remains undecided; confirm whether to proceed and who will handle it, by when.”
If a revised answer still assigns the projector to Pat, correct the answer guide yourself. Before a real course or meeting, ask the people involved to agree the owner and deadline.
What makes this a useful answer guide?
Check the skill rather than exact wording: the agreed action is supported by P1, the suggestion stays unresolved under P2, and missing commitments or calendar dates are not invented.
A clear AI-written plan does not establish that somebody learned the skill. Keep the learner’s actual attempt separate from this illustrative answer and revise any instruction they cannot follow.
4. Check sources and permissions
Keep a source list for factual claims, quotations, images, and examples. Verify factual statements against the original sources. Replace invented references and unsupported promises about results or income.
A free textbook is not automatically available to adapt into a paid course. Check the exact license on each resource. Creative Commons’ license overview distinguishes licenses that allow commercial reuse from those limited to noncommercial use. NoDerivatives restricts sharing adaptations; ShareAlike adds licensing conditions for adaptations.
Follow the applicable terms, including attribution and any requirement to identify changes. When the license does not cover your intended use, obtain permission or choose different material. An AI rewrite does not establish that you have permission.
5. Try it with a beginner
Invite someone in your intended audience to complete the pilot. Ask permission before recording them, and keep personal information out of AI prompts.
- Watch where instructions cause hesitation or require your explanation.
- Check the completed exercise against your answer guide.
- Ask which example helped and which instruction was unclear.
- Revise the confusing step and test it again.
Use readable text, clear audio if you record a demonstration, corrected captions, and a written version of the steps. Let learners pause and revisit the material.
AI can suggest improvements to wording and structure. Actual learner attempts tell you whether your instructions work. Once the pilot is useful, decide how to share it and what support you can provide.
For a worked example of the skill used here, see Turn Meeting Notes Into Clear Actions.
Featured photograph by Aaron Burden on Unsplash.
Reviewed October 3, 2026.