One thing I learned about sustainable planning systems is that AI can help educators create more organized, efficient, and reusable instructional workflows instead of constantly rebuilding course materials from scratch. In my BIO 205 Microbiology course, I can use AI to help develop consistent lesson structures, discussion prompts, laboratory support materials, formative assessments, and review activities that can be adapted and improved each semester based on student performance and feedback.
