You include your course tone, your audience, and one or two examples of your existing content in the prompt — and AI will match it. The more context you give, the closer the first draft lands.
Why AI Defaults to Generic
Without context, AI writes for everyone — which means it writes for no one in particular. An exercise that comes out sounding like a corporate training manual or a university assignment will feel foreign to your students if your course is conversational, practical, and delivered by a real human who tells stories and uses plain language.
The fix is simple: don’t ask AI to write an exercise from a blank slate. Give it the room to work in first. Think of it like briefing a new assistant before they start a task. You wouldn’t just say “write me a worksheet” — you’d say “here’s how I talk to my students, here’s what they’re working on, here’s the vibe I want.” Same logic applies with AI.
How to Brief AI for Tone-Matched Content
Paste in a sample from your existing course — a paragraph from a lesson, a community post, or even a few lines of how you talk in your emails. Then add: “Write one exercise for this lesson on [topic] that matches the tone and language in the sample above. My students are [describe your audience] and they’re comfortable with practical, action-based tasks.” That’s usually enough for Claude or ChatGPT to produce something that sounds like you rather than a textbook.
If the first draft still feels too formal, tell it: “Make this more conversational. Less corporate, more like a coach talking to a client.” You can dial the tone up or down in two or three follow-up messages. AI is good at adjusting voice when you give it a direction, even a simple one.
What This Means for Educators
Your course has a personality — it sounds like you. Students enrol partly because of how you communicate, and exercises that feel like they came from a different course (or a different decade) break that trust. When your exercises match your voice, they feel like a natural extension of your teaching rather than something bolted on. That consistency matters for completion rates and for the overall experience of being in your program.
The good news is you don’t need to rewrite AI output extensively. A well-briefed prompt gets you to 80% on the first attempt. The last 20% is a quick read-through to swap out any phrases that don’t sound like you.
The Bottom Line
Give AI a sample of how you write, describe your audience, and ask it to match both. That two-sentence brief cuts your editing time in half and produces exercises your students will feel came from you — not from a template.