The Reason AI Isn't Working in Schools Has Nothing to Do with AI

Everyone says we don't know what to do about AI. We've known since 1916.

There’s a backlash happening right now. Parents are pulling phones out of kids’ hands. Schools are banning AI. Legislators are writing policies rooted in fear. And the most common thing I hear from school and district leaders when it comes to AI? “We just don’t know what to do.”

I understand the fear. But I keep coming back to the same thought: we do know. We’ve known for a long time. We just keep looking in the wrong place.

The 67% Finding

Microsoft just released its 2026 Work Trend Index. This is one of my favorite reports that comes out each year, and I love two things

• They focus on one area for people to double down on to see maximum impact

• You can go back through the years and see an incredible trend. If we had doubled down on the one thing they shared, we’d all be in a stronger place.

Last year I did a video looking at these trends and you can watch it here.

So back to 2026! The one thing to double down on is….

Microsoft looked at twenty thousand workers across ten countries. And the single biggest finding? The number one factor in whether AI creates real value isn’t the individual. It’s the organizational environment around them.

Culture. Manager support. Talent practices. These organizational factors account for more than twice the AI impact of individual skills and mindset. 67% versus 32%.

Read that again. 67% of AI’s impact comes from organizational conditions.

They found that 86% of workers already treat AI output as a starting point. The most advanced users intentionally do some work without AI to keep their skills sharp. 43% of them pause before every task to decide what a human should do versus what AI should handle. People aren’t the problem. The report says it plainly: “In many cases, people are ready. The systems around them are not.”

Only 26% of workers say their leadership is aligned on AI. Only 13% say they’re rewarded for reinventing how they work. People have agency. Organizations aren’t creating the conditions for them to use it.

The Org vs. Individual Gap

In November 2025, I wrote about this exact distinction on this Substack. There’s a wide gap between how individuals use AI and how organizations need to deploy it.

In my work with schools and districts, I was seeing leaders fall into three groups. The Cautious Planners who wanted the policy before taking any step. The Early Experimenters who gave people room to explore but created fragmentation. And a smaller group I called System Designers.

That third group wasn’t chasing tools at all. They were asking: What work should AI do? What work should humans do? What do our people need to make those decisions with confidence? They started with mindsets, workflows, and values before choosing a single platform.

That was six months before Microsoft’s data. And it maps perfectly onto what they found. The organizations creating real value with AI aren’t the ones with the best tools. They’re the ones that redesigned the conditions around their people.

So how did we know to do that before the research came out?

Design thinking. It’s been around for decades, used by Apple, Google, IBM, Stanford’s d.school as a method for navigating change of any kind. Not just technology change. Any change. New curriculum, new leadership, new community needs, a pandemic.

And the research behind it goes back over a century. In 1916, John Dewey argued that learning doesn’t happen through instruction alone, it happens through the conditions we create. The environment is the education. In 1970, Paulo Freire took that further: when you treat people as passive recipients of knowledge, what he called the “banking model” you don’t develop their critical thinking. You suppress their agency. And in 1980, Seymour Papert put it plainly: “The role of the teacher is to create the conditions for invention rather than provide ready-made knowledge.”

The through-line is clear. For over a hundred years, the research has said the same thing: if you want people to think, create, and lead, redesign the conditions around them.

What makes design thinking the right methodology for this moment is that it’s both a mindset and a method. And it begins with empathy - understanding the people inside the system before deciding what to change about it.

A Decade of Studying This

I’ve been researching this question for over a decade. It started when I heard Erik Brynjolfsson say something in 2014 during a Ted Talk:

“Technology is not destiny. We shape our destiny.”

That line sent me down a path. If we shape our destiny, how do we actually do that? What’s the methodology? That’s what led me to design thinking. And that’s what led me to spend three years researching Design39 campus, a public school in San Diego County that had used design thinking to redesign everything about how school works.

In 2020, I filmed a documentary called Designing Schools to capture what I was seeing there. And what I saw wasn’t a technology story. It was an agency story. Below is a trailer and you can watch the full documentary here.

Teachers created working agreements with students instead of handing down rules. Kids ran real businesses through Maker 39 - writing mission statements, managing real budgets. A third grader researched how many plastic sporks the district used, did the math, connected with a bamboo utensil company, and worked to get the policy changed. On his own. Not because a teacher assigned it. Because he had agency and a system that let him use it.

One parent told me, and he broke down saying this about watching his second graders present a prototype to judges at a Lego League competition. They didn’t hesitate. They jumped in, made eye contact, explained their entire design process to a stranger. He said, “I’m not sure I would have been able to do that at the age of seven.”

None of this required putting every kid in front of a screen. The human skills these students were developing - teamwork, decision-making, creative confidence, the ability to articulate your thinking to a stranger - those don’t come from talking to a chatbot. They come from conditions that treat you as a person with agency rather than a student waiting for instructions.

That’s the distinction this whole conversation keeps missing. We don’t have a critical thinking problem. We have a human agency problem. And the gap between what people can do and what their systems allow them to do didn’t start with AI. AI just made it impossible to ignore.

The Electricity Mistake

Brynjolfsson shared something else in the documentary that I think about constantly. When American factories first adopted electricity, there were no significant productivity gains. For thirty years. Because factory owners replaced steam engines with electric motors and hooked them up to the same old systems of pulleys and crankshafts. They substituted one power source for another and changed nothing else.

It took a full redesign of the factory - new layouts organized by workflow, each machine with its own motor before productivity doubled.

His lesson: “The electricity was important, but it wasn’t sufficient. We had to combine it with new ways of thinking.”

This is what schools are doing with AI right now. Swapping a textbook for a chatbot. Plugging new technology into an old system. And when it doesn’t transform anything, we blame the technology or we ban it.

The backlash isn’t really about AI. It’s about the fact that one-to-one substitution doesn’t work. People can feel it even if they can’t name it.

So what does the redesign actually look like? Microsoft’s report gives us a picture. Frontier organizations, the ones where AI is actually creating value are defined by leaders who model AI use themselves, managers who create space for experimentation, and cultures that reward reinvention. They don’t start with the technology. They start with the question design thinking has always asked:

How might we create the conditions where our people have agency to innovate?

The Invitation

We keep reaching for the comfortable question. “How do we teach people to think critically about AI?”

That question puts the burden on individuals while leaving the system untouched.

The harder question: What conditions are we creating?

Banning AI won't solve a systems problem. Training individuals won't redesign an organization. But redesigning conditions, starting with empathy, starting with the people will.

Here’s the good news. Every single one of those organizational conditions Microsoft identified - leadership modeling, space for experimentation, cultures that reward reinvention, those are designable. They’re not personality traits. They’re not budget line items. They’re choices that leadership teams can make together when they have the right methodology and the right support.

That's what we do at Designing Schools. We work with leadership teams to redesign the conditions around their people so that AI becomes a catalyst for agency, not another source of anxiety. And it starts with your leadership team in a room together, asking better questions.

Whether your team is just getting started or already experimenting and ready to move from exploration of AI to system design and Human + AI workflows, then let’s discuss bringing this workshop to your district - The 67% Advantage: Why Organizational Redesign, Not Individual Training Drives AI Impact in Schools.

This is a design thinking experience where we look at how to redesign workflows across Operations, Teaching and Learning.

The 67% advantage has a strategy. And it starts with your leadership team in a room together, asking better questions.

The future isn’t something to fear. It’s something to design.