Educators often assume "AI in the classroom" means rebuilding their syllabus from scratch. Usually the more effective path is smaller and more surgical.
Add one AI-literate assignment, not ten
Pick a single assignment where AI use is explicitly part of the task — critiquing an AI-generated answer, for instance — rather than retrofitting AI into every lesson.
Teach the skill of evaluating AI output
This is often more valuable than teaching students to use AI tools, which they've usually already discovered themselves. Teaching them to critically assess what AI gives them is the gap.
Use AI to differentiate, not to replace explanation
Let AI generate multiple difficulty levels of the same practice problem, so stronger and weaker students get appropriately challenged material without you writing three separate worksheets.
Start with a low-stakes pilot
Try the change in one unit before committing to a semester-long shift. Small pilots surface problems — timing issues, student confusion, tooling hiccups — before they become bigger headaches.