Yes — paste your lesson content into Claude with context about what’s changed in your field since you wrote it, and ask it to flag lessons that are solving problems that no longer exist or teaching approaches that have been superseded.
Why Irrelevant Lessons Are Worse Than Missing Ones
A missing lesson is a gap — students don’t get something they needed. An irrelevant lesson is a tax — students spend time on something that doesn’t serve them and often sense that it doesn’t, even if they can’t articulate why. In online learning, where attention and motivation are already fragile, irrelevant lessons are completion killers. Students who hit a lesson that doesn’t feel connected to their real problem quietly disengage, and many don’t come back.
The tricky part is that educators often can’t spot their own irrelevant lessons because they were relevant when written. You knew why they mattered in 2022. But the landscape has shifted, and now that lesson is solving a problem that AI tools handle automatically — or teaching a skill that’s no longer needed in the workflow you’re describing.
Using AI to Spot the Gaps
Give Claude each lesson title and a one-sentence description of what it teaches. Then add this context: “It’s now 2026. AI tools like Claude, ChatGPT, and Canva have significantly changed how educators and coaches work. Which of these lessons are teaching skills or solving problems that AI now handles automatically or has made significantly easier?” Claude will flag candidates — not to delete, but to decide about.
For each flagged lesson, you have three choices: cut it (if the skill is now genuinely unnecessary), compress it (if it still matters but the full lesson is no longer warranted), or reframe it (if the skill still matters but the lesson needs to acknowledge AI’s role and focus on higher-order judgment rather than execution). Claude can help you write the reframing if you choose that path.
What This Means for Educators
A tighter, more relevant course gets better completion rates than a comprehensive but bloated one. Students are more willing to finish 8 focused lessons than 14 lessons where 6 feel optional. Every time you remove or compress an irrelevant lesson, you’re making the rest of your course more powerful by giving it more of the student’s attention. AI makes this audit fast — what used to require three days of curriculum review can now happen in an afternoon.
The Simple Rule
For every lesson in your course, ask: if a student skipped this lesson and went straight to the next one, would they struggle? If the answer is no, the lesson probably doesn’t belong where it is. Use AI to run this test systematically, then make deliberate choices about what stays, what shrinks, and what goes. A course that’s been audited this way is sharper, faster, and more likely to get the result you promised.