You can't grade judgment on a worksheet: The challenge our schools face.

At the turn of the last century, farm work collapsed. Agricultural jobs fell from a third of all US employment to just 8% in fifty years. Close to ten million jobs disappeared in less than a lifetime.

America's answer was not a task force. It was a building program. Policymakers, employers, and parents all arrived at the same conclusion: the new job landscape needed a new preparatory path. States passed compulsory education laws. New high schools opened at a rate of roughly one per day for thirty years. Before long, the United States graduated a higher percentage of its students from high school than any country on earth.

Tim Knowles, president of the Carnegie Foundation for the Advancement of Teaching, argues in Fortune that we are standing at another one of those moments. And this time, almost nobody is talking about what we build in response.

The wave everyone is describing

The warnings are getting louder and more specific.

Short-seller Carson Block recently predicted that AI-driven job losses could eliminate 15% of knowledge worker positions within three years. Anthropic CEO Dario Amodei published a policy memo arguing that AI will produce labor market disruption larger and longer lasting than any previous technological shift.

Meanwhile, the on-ramp into the workforce is already narrowing. Only 61% of students who enroll in college earn a degree within six years, and more than half of those who graduate end up underemployed.

So the risk is well documented. The response is not. As Knowles puts it, there is enormous conversation about the specter of mass technological unemployment and virtually none about how to prepare the next generation to survive it.

Alabama isn't waiting for permission

One state is trying something.

Alabama, one of the states leading what educators call "the Southern surge" in outcomes, has requested a waiver from key provisions of federal K-12 education law. The proposal puts reimagining high school at the center of the plan.

The core idea is straightforward. What it takes to earn a college acceptance and what it takes to thrive at work are not the same thing. So instead of relying on a college admissions test alone, Alabama wants to assess every student for both college readiness and career readiness.

Under the plan, students would have to demonstrate proficiency in interpreting data and navigating complex real-world documents, alongside academic tasks like solving quadratic equations. The state schools chief points out the stakes plainly: 67% of Alabama jobs requiring high-demand skills pay above the median wage.

The skills on the list are not exotic. Critical thinking. Communication. Collaboration. Adaptability. Digital literacy. Work ethic. What is new, Knowles writes, is the idea that developing these skills becomes central to the high school experience rather than an afterthought. His framing is the line worth remembering: build high schools that "teach students how to think."

The part nobody has solved yet

Here is the sentence in the commentary we keep returning to.

Knowles is honest that the hard work is still ahead. We need research-backed standards that define workforce skills. We need tools that can reliably assess them. He says, directly, that we are not there yet.

That admission matters more than it might seem. It is easy to write "adaptability" into a graduation requirement. It is very hard to grade it.

Judgment does not show up on a worksheet. Resilience cannot be bubbled in. A multiple-choice test will never tell you whether a student can look at a half-formed idea, decide which parts are worth keeping, and defend that decision to someone who disagrees.

You find that out by putting them in the situation.

What that actually looks like

You learn whether a student has judgment by handing them an ambiguous problem, a real deadline, AI tools that will confidently give them a wrong answer, and a room of people at the end who ask hard questions.

That is the design principle behind everything we do at Flintolabs. Students do not watch someone else build. They build. They test prompts that fail, ship features that break, sit with feedback that stings, and revise. The AI is a collaborator that requires supervision, not an oracle that hands over answers.

This is the distinction that will separate students over the next decade. Using AI is easy, and it is getting easier every month. Building with AI forces you to understand what the tool is doing, where it goes wrong, and when to overrule it. One produces output. The other produces judgment.

Alabama is redesigning the assessment because the assessment is the only way to make schools take the skill seriously. Families do not have to wait for that process to finish.

The bottom line

A century ago, America did not tinker with the high school model. It built thousands of new ones.

The disruption arriving now is not smaller. Students who spend the next few years consuming AI content will graduate into a market that values none of it. Students who spend those years building things, breaking them, and rebuilding them will have the one thing no model can generate: the judgment to decide what is worth making in the first place.

Alabama is not waiting for permission. Neither should you.

Reference

Knowles, Tim. "AI is about to disrupt millions of jobs. A century ago, America's answer was to build a new high school." Fortune, 8 July 2026, fortune.com/2026/07/08/ai-jobs-high-school-education-reform-alabama-carnegie-tim-knowles/