Enthusiasm is not evidence

A network of private AI-first schools is expanding through 2026 into Oklahoma, Massachusetts, Illinois and elsewhere. Core academics — maths, reading, language, science — are delivered by adaptive software in a compressed two-hour morning window, with the remainder of the day given to workshops and life skills. The adults in the room are described as "guides" rather than certified teachers, and act as motivators and coaches rather than planning lessons or grading. Reported tuition runs roughly $30,000 to $55,000 a year.

It is a commercialized enterprise: a for-profit operation whose growth depends on opening more campuses and enrolling more families, not on publishing outcomes. That is not a criticism; it is the incentive structure. A business that scales by expansion has a structural reason to move before the evidence does.

At roughly $55,000 per year, these schools are also out of reach for the average family. That tuition is not a public option; it is a private purchase for families who can absorb the cost. That does not make it wrong; it makes the question of who gets access inseparable from the question of whether the model works. If the evidence for teacher-free AI education is gathered only from families who can pay $55,000, we will know what it does for that population and nothing else.

There is a sharper question underneath the price. If the academic gains these schools advertise come from the adaptive software — and almost any family can now put that same software in front of a child at home for a fraction of the cost — then what the $50,000 tuition is actually purchasing is not the education but the room, the supervision, and the schedule. That is a child-care service. There is nothing disreputable about child care; it is necessary work and honest work. But it should be named for what it is. A family paying fifty thousand dollars a year is not buying AI instruction that is unavailable at home — they are buying an adult presence and a building, and the AI is the part they could have had for free. The diligence question is whether that distinction is being made honestly to the families paying for it.

This is not a distant comparison. An Alpha campus is launching in Nashville in Fall 2026, K–8, with published tuition of $50,000 a year — the same metropolitan area in which this Academy intends to operate. Its public page advertises that students "crush their academics in 2 hours," that classes rank in the top 1% nationally, and that children learn twice as fast, alongside parent and student testimonial videos. Those are outcome claims, presented as marketing, without linked evidence a parent could check. We note them as advertised claims, not as findings.

We use the word guide too, and we mean something close to the opposite. In this model the software instructs and the adult supports morale. In ours the adult conducts the questioning and the AI is an instrument the adult puts in front of the student for a stated purpose and then puts away. If the human can be removed from the teaching without changing the method, it was never a Socratic method.

We are not aware of independent, peer-reviewed outcome evidence for the teacher-free model at the ages we intend to serve. That is not an accusation; it is the state of the record, and the same absence applies to us. The difference we are asking to be judged on is whether we publish our results when we have them.

These schools are opening faster than anyone can evaluate them, at price points that select for families able to absorb the risk, in a regulatory environment that has not settled what an AI-delivered curriculum for a young child even is. Lawmakers and educators in the affected communities have raised concerns; those concerns are, so far, ahead of the evidence in both directions.

This is the concrete form of the pace problem: the technology arrived, the model scaled, and the protocol that would tell anyone whether it works has not been written. We are not in a position to slow that down. We are in a position to publish ours first.