The Hayekian Argument for Homeschooling
F.A. Hayek won a Nobel Prize for a single observation: the information required to run an economy is never held by any one mind. It is scattered across millions of people, most of it local, tacit, and impossible to transmit upward to a central authority. Central planning does not fail because planners are stupid or malicious. It fails because the knowledge they would need does not exist in a form they can collect.
Your child's education has the same structure. The knowledge problem, except your kid is the economy.
What a System Would Have to Know
Consider a hypothetical eleven-year-old. She loves horses and wants to become a veterinarian. She reads three years above grade level and is weak on fractions. She understands math faster when she can visualize the problem. She mastered yesterday's biology material immediately, misunderstood one specific part of today's lesson on cell division, and then spent forty minutes voluntarily asking questions about genetics after the lesson was over.
A curriculum built for her would have to know all of that, and it would have to know it today, because tomorrow it changes. No textbook publisher can know it. No district curriculum committee can know it. No standardized scope and sequence written two years ago in another state can know it. This is not a funding problem or a teacher-quality problem. It is a knowledge problem, and it is structural.
What the Parent Knows
A parent has years of direct observation of one specific person. They know which subject produces an afternoon of voluntary arithmetic because it is about bicycles. They know which essay got written for fun by a kid who supposedly "doesn't like writing." They know what a genuine question sounds like versus a stalling question. That knowledge is real, it is local, and it is exactly the knowledge a central planner cannot obtain.
But parents are not omniscient either. Knowing your child deeply is not the same as being able to teach Algebra II, grade a lab report, or build a four-year transcript. This is the honest reason more families do not homeschool: the knowledge is decentralized, but so is the labor, and most families cannot supply all of it.
Separating Control From Labor
AI changes the constraint. It lets us separate control over education from the labor required to produce it. The parent keeps the knowledge and the decisions. The system supplies the instruction, the feedback, the assessment, and the records.
The parent should be the CEO, not the entire company. They set direction, review the evidence, and change course when something is not working. They do not have to personally write the chemistry unit.
There is a bad version of AI education: a system that centralizes decisions and hands parents a dashboard. That reproduces the original problem with better software. The good version pushes decisions down to the person with the local knowledge and makes the work visible enough that they can act on it.
Any Class. Any Interest. Any Kid.
Under central planning, a course needs enough enrolled students to justify its existence. That is why the schedule is what it is, and why a kid interested in marine biology or Byzantine history or embedded systems gets told no. When curriculum is generated rather than published, that constraint disappears. A course no longer needs twenty-five students to justify its existence. It needs one.
The Correct Curriculum Does Not Exist
There is no correct curriculum waiting to be found, because there is no single learner it could be correct for. There is only a process that takes local knowledge seriously and adjusts continuously. That is the Hayekian argument for homeschooling: not that parents always know best, but that the knowledge required is only available where they are standing.
How to Apply This Week
Choose one current assignment and write down the local knowledge a fixed curriculum cannot see: the learner's starting point, interest, sticking point, and finished evidence. Use those observations to change one next step, then review the work before changing the rest of the plan.