A serious thesis. If you take Sal Khan's stated mission at face value — "a free, world-class education for anyone, anywhere" — and combine it with what AI tutoring can now actually do, the conclusion is not subtle. Within ten years, the credential value of a £40,000-a-year UK degree may not be what it was when these students' parents went to university.

This is not a prediction about whether Oxford or Cambridge survive — they will. It is a prediction about what kind of value those institutions will offer, and what kind of skills their entrants will be expected to arrive with.

If you're sending a child to a UK independent school in 2026, this matters more than this term's exam results.

The platforms doing the actual work

Three concrete things have shifted in the last 24 months.

Khan Academy's Khanmigo

Khanmigo — Khan Academy's AI tutoring product — is now used at scale in US schools and some UK pilots. It does, with caveats, what aitutors.me does for KS3 maths: refuses to give answers, asks Socratic questions, adapts to where the student is stuck. Khan himself has been explicit since 2023 that the long-term play is "two-sigma" learning at population scale — the famous Bloom finding that one-to-one tutoring produces a two-standard-deviation improvement over conventional class teaching.

If "two-sigma at population scale" actually arrives, the bottleneck for human flourishing stops being access to good teaching. The bottleneck becomes everything that isn't teaching: motivation, attention, opportunity, environment.

TED-Ed and the lessons graph

TED-Ed has been building a graph of high-quality, short-form lessons — paired with teachers who customise and assign them. It is, structurally, a curriculum in pieces. Combine that graph with AI tutoring that can sequence the right lesson for the right student at the right moment, and you have something that looks suspiciously like a school — except no walls, no fees, and no geographic limit.

Coursera + edX + the unbundling that already happened

A decade ago, you needed a university to take MIT's introductory CS course. Now you can take it free. Then Coursera's adaptive AI started recommending which lecture next. Then ChatGPT started answering questions about the lecture. The unbundling of "lectures + exercises + credential + community + signal" has been happening since 2012. Generative AI just accelerated it by a decade.

The thesis Sal Khan is implicitly running

Sal Khan has said in public talks (TED, 2023; podcasts since) something like the following:

If we can give every child on Earth a one-to-one tutor as good as the best one-to-one tutor any rich child in history has ever had — and we can, because the marginal cost is approaching zero — then we have removed the single largest input that produced unequal outcomes for the last 5,000 years.

You don't have to agree with him to recognise that the implication is enormous. The premium that university degrees command is, in part, a premium on access to teaching. Remove the access constraint and the premium has to come from somewhere else — community, signal, networks, lab access, on-campus experience.

Independent school parents in the UK have been paying for access plus signal for generations. The signal part is, at minimum, going to come under pressure.

What this means for a UK independent school today

A few uncomfortable but defensible predictions.

1. Content delivery is no longer the moat

If a Year 9 child can get a one-to-one AI tutor for £14 a month who knows their curriculum and adapts to their day, the content delivery component of school teaching is no longer the scarce resource. The scarce resource becomes everything else.

2. The new moat: things AI cannot do

What can a £40,000-a-year boarding school still uniquely offer in 2036?

  • Pastoral care. The Year 9 housemaster who notices the child has been alone at lunch.
  • Community. Lifelong friends, networks, school spirit.
  • Cultural capital. Music, drama, debate, fluency in unfamiliar contexts.
  • Sport. Mass-participation, team identity, physical resilience.
  • Stretch through example. Being around peers who are also remarkable.
  • Character formation. Habits, integrity, self-knowledge.
  • Lab + workshop access. Real physical things — chemistry, woodwork, design technology — that pixels cannot deliver.

A school that defines itself by content delivery is a school that has not noticed the moat has moved.

3. The schools that adapt fastest will win

Some UK independent schools are already moving. We've seen public statements and pilots from Wellington College on AI literacy across the curriculum, from Eton on computational thinking integration, and from several others on rethinking homework when AI exists. The schools that don't engage with this will find their alumni at age 25 wondering what £200K of fees actually bought them.

4. Parents will start asking sharper questions

Not "what is your A-Level pass rate?" but:

  • "What is your school's policy on AI in homework?"
  • "How are you training your teachers to use AI tools?"
  • "What does AI literacy look like in Year 7 here?"
  • "How does your curriculum prepare a child for a 2036 economy?"

These questions are coming. The schools that have answers will charge a premium.

The opportunity, honestly stated

aitutors.me is one small part of this picture. We do KS3 maths tutoring, with Mentor and Professor Pi. We don't claim to replace anything. But we exist because we believe — and Sal Khan believes, and Anthropic believes, and the TED-Ed team believes — that one-to-one Socratic tutoring at very low marginal cost is one of the most important inventions of this decade.

If that's right, the UK independent school sector is at an inflection point that resembles 2010-era retail or 2015-era taxi services. Some will adapt brilliantly. Some won't notice until it's late.

The good news: parents have agency. Children have time. Year 8 in 2026 graduates university (or doesn't) in 2036. There is time to build the right habits — both at school and at home.

What an independent-school parent can do this term

  1. Ask the school what its AI policy actually is. Listen for whether it's defensive or curious.
  2. Engage with AI tools alongside your child — not as a parent inspector, but as a co-learner. The kids notice the difference.
  3. Pick AI tutors that refuse to do the work (like aitutors.me's Pi) over ones that complete it. The former builds capability; the latter atrophies it.
  4. Treat AI literacy as a non-optional Year 7–9 subject, even if the school treats it as optional.

The next twenty years of UK independent schooling will be more disrupted than the previous fifty. Be ready.

Jason runs aitutors.me. He has been working professionally on AI and education adjacent things for fifteen years. Updated 21 May 2026.