Learning With AJ

I run an AI Ready School Leadership Cohort. Here's the most common pattern I see: Leaders come in wanting a policy. They leave realizing they need a culture.

A policy tells people what they can't do. A culture tells people what they should try. A policy creates compliance. A culture creates experimentation.

The schools making the most progress with AI aren't the ones with the best policies. They're the ones where teachers feel safe to try, fail, share what happened, and try again.

Psychological safety isn't just a student need. It's a staff need. And it's the prerequisite for every other form of innovation.

What does it say about our system when students can pass the test, but can they use what they learned?

Transfer, the ability to apply knowledge in a new context, is the whole point of education. And it's the thing we're worst at producing.

Students learn the formula but can't recognize when to use it. Students learn the vocabulary but can't deploy it in conversation. Students learn the historical concept but can't see it playing out in today's news.

Why? Because we teach in isolation. Skills live in silos. Content stays in its course.

The research says transfer requires explicit bridging: show students where else this applies. Have them practice in multiple contexts. Connect the dots out loud.

Otherwise we're building knowledge that never leaves the classroom.