Teaching efficiency improves when you reuse high-quality content, detect learning gaps early, and automate routine practice selection—so your time goes to feedback, motivation, and high-impact instruction.
AI is most effective when it removes repetitive work.
Keep humans in the loop: define outcomes, review the content, and measure improvement. Automation should support instruction—not replace it.