Where Teachers Learn to Think

In this episode, part 4 of our series on the productive struggle for teachers, we explore a growing challenge in teacher preparation: how can supervisors tell whether a teacher candidate used AI as a thinking partner, or simply submitted a polished AI-generated lesson plan?In this episode we explore:Why AI can make a teacher candidate’s thinking invisibleThe difference between thoughtful AI-assisted planning and minimal revisionWhy teacher preparation programs should grade decision logs, not just lesson plansHow supervisors can identify genuine pedagogical reasoningWhich parts of lesson design should remain productive strugglesHow AI can remove unnecessary friction without replacing professional judgment