In this episode, I wrap up my Skills Before Tools series by exploring how the five throughline skills work together to shift students from simply using AI to truly leading their own learning.
I walk through three concrete classroom strategies, Jigsaw with NotebookLM, formative feedback cycles, and an AI reflection wrapper, to show how purpose setting, questioning, evaluation, revision, and ethical awareness intersect in real practice. When students wrestle with ideas, interrogate credibility and bias, and make intentional decisions about feedback and revision, AI becomes a thinking partner instead of a shortcut.
My goal is to help teachers move beyond tool conversations and focus on the skills that cultivate critical thinking, integrity, and student agency.
Episode Resources
The Balance, by Dr. Catlin Tucker