The Seldon Report on AI in Schools: What It Says, and How to Get Your School Ahead

On 22 September 2026, Sir Anthony Seldon and Tim Bunting published Britain's Greatest Education Opportunity Ever, and within hours it was leading education coverage from the BBC to Tes and Schools Week. Its central demand lands squarely on every head and governing board: a governor-approved AI strategy in every school by September 2027, checked by Ofsted. Here is what the report actually says, what the numbers mean, and what your school can sensibly do this term.

The report in 60 seconds

• Who wrote it: Sir Anthony Seldon — historian, former head of Brighton, Wellington and Epsom colleges, and co-founder of AI in Education — with Tim Bunting, a founding partner of Balderton Capital. Published with the policy consultancy Public First.
• The evidence: a Public First survey of 4,021 young people aged 11–24 in England, carried out in late August 2026, plus international evidence.
• The verdict: England's approach to AI in education is stuck in the starting blocks, and the arrival of AI in schools has been, in Seldon's words to the BBC, "chaotic and anarchic".
• The ask: a ten-point action plan for government, including a DfE rapid response unit, a national framework, governor-approved AI strategies in every school by September 2027, and Ofsted scrutiny of those strategies.

You can read the full report on the Public First website.

The numbers every head should know

The polling is the most powerful part of the report, because it describes the pupils already sitting in your classrooms.

Read those together and a clear picture emerges. Pupils are already using AI, mostly without guidance. Fewer than a third can explain their school's rules. Many trust AI more than people. And a sizeable group has started to question whether school is worth their time at all.

That last point is the one Seldon and Bunting lean on hardest. As Tes reported, they warn that if schools treat AI as something to be fenced off while the rest of life fills up with it, the system risks losing its legitimacy in young people's eyes. Seldon's line — that education has always been Britain's "Cinderella sector" for technology — was the quote picked up everywhere.

The ten-point plan: what matters for schools

Most of the plan is aimed at government. Across the coverage in Schools Week, Tes and the BBC, the proposals include:

1. A rapid response unit on AI inside the DfE, led by an external expert, to move faster than normal policy cycles.
2. A landmark speech from the prime minister setting out why education must align with how AI is used in the real world.
3. A national framework for AI in education, including teacher training.
4. An AI strategy in every school and college, approved by governors, for implementation by September 2027.
5. A staff and a pupil "AI champion" in each school.
6. A network of 100 AI champion schools and colleges to lead the way.
7. Ofsted inspection of AI strategies, with weak approaches downgraded.
8. A "two-lane" assessment model — a small number of secure exams alongside continuous, AI-supported assessment where pupils can use AI and show what they understand.
9. A transformation in how pupil data is collected and used, including a federated data model.
10. A public information campaign on what AI offers and where it goes wrong.

For heads and governors, points 4, 5 and 7 are the ones that would change your year: a written strategy, named champions, and inspection. That's a governor-approved plan, people to own it, and an inspector asking about it. The good news: most of the building blocks already exist — an AI policy, staff training, DPIAs and safeguarding. The strategy is what ties them together.

Important: this is a report, not policy

It is worth being clear. The Seldon–Bunting report is a set of recommendations to government. None of it is statutory yet. There is no current legal requirement for a governor-approved AI strategy, and Ofsted's framework has not changed as a result of it. The government's response so far has pointed to its curriculum changes, new AI tutoring tools and digital skills work.

But three things make it foolish to ignore:

• The direction is already set. AI has been in statutory safeguarding guidance since KCSIE 2025, and KCSIE 2026 goes further. See our KCSIE and AI timeline.
• The gap is real. Whatever you think of the recommendations, the polling describes your pupils. A Royal Society survey cited in the coverage found only around one in seven teachers in England feel confident about AI.
• A strategy is simply good leadership. Schools with a clear approach are safer, save more staff time and are ready for whatever becomes mandatory. See what happens if every teacher saves two hours a week.

Where the report deserves challenge

A killer report still deserves a critical read, and heads will rightly ask questions:

• The timeline is tight. A strategy in every school by September 2027 is achievable; a well-implemented one, with trained staff, needs support many schools do not have.
• Data ambitions raise privacy questions. Federated data models and wider data sharing will need careful safeguards under UK GDPR. See DfE guidance on personal data and AI.
• The risks are real — and the report names them. It identifies cognitive offloading, loss of academic integrity and "dehumanisation", where the drive for data crowds out relationships, as systemic risks. A good school strategy has to manage all three, not just chase adoption.
• Primary is different. Much of the polling covers teenagers and young adults. Primary pupils are below the minimum age for most AI tools, so a primary strategy looks very different from a secondary one. See safe AI activities for KS2.
• Assessment is the hardest part. The "two-lane" model is years away. Today, schools still work to JCQ rules. See JCQ guidance on AI and how teachers check for AI.

How to get ahead: a term-by-term plan

You do not need to wait for Whitehall — and the schools that don't wait will set the standard. Here is a sensible path that would put any school well ahead of a September 2027 deadline:

This term

1. Name an AI lead and set up a small group — see how to set up an AI steering group.
2. Run an anonymous staff survey: which tools staff use, on which accounts, and for what.
3. Check your AI policy is more than a holding statement. See how to write a school AI policy and, for primaries, what to include section by section.
4. Brief governors. The report puts governors at the centre — they will be approving the strategy. See AI governor briefing sessions and AI for primary school governors.
5. Check where you stand. See how to know if your school is using AI responsibly.

By spring

1. Agree an approved tools list — usually starting with Copilot or Gemini on school accounts, which most schools already have for free. See how school IT admins control AI tools.
2. Train every member of staff on real tasks, with safeguarding and data protection built in. See what CPD teachers need. Start with the big workload wins — reports, marking and admin.
3. Include AI in your filtering and monitoring review. See KCSIE filtering and monitoring for AI.
4. Tell parents what you are doing. Pupils are using AI at home; parents want to know the school's approach. See explaining AI use to parents.

By summer

1. Write the strategy on one or two pages: purpose, approved tools, training, safeguarding, how pupils learn about AI, how you will measure impact.
2. Take it to governors for approval.
3. Appoint staff and pupil AI champions — in primary, a pupil digital leader role works well.

For trusts, the same steps work at trust level — see an AI rollout plan for multi-academy trusts.

What a governor-approved AI strategy should cover

• Vision — why the school uses AI: time back for staff, better learning, safe and responsible use.
• Governance — AI lead, steering group, governor oversight and review dates.
• Tools and data — approved tools, DPIAs and the rules on personal data. See DfE product safety expectations.
• Safeguarding — filtering, monitoring and online safety, aligned with KCSIE.
• Staff capability — a training plan for every member of staff, including SENCOs and office teams.
• Pupils — what they learn about AI, when they may use it, and how assessment integrity is protected.
• Parents — how the school communicates its approach.
• Impact — how you will know it is working, including staff time saved.

The bottom line

Strip away the headlines and the Seldon report makes a simple point: pupils have already arrived in an AI world, and schools need a plan. Whether or not government adopts the ten-point plan, the schools that act now — with a clear policy, trained staff and governors on board — will be safer, save their teachers real time, and be ready for whatever comes next.

Get ahead of Seldon with AskColin

I'm a primary school governor, and I've already built this for my own school — policy, staff agreement, governor briefing and parent letter. Now I help other schools do the same, quickly and without the jargon.

September 2027 sounds a long way off. It isn't — it's five terms, and the first is half gone. The schools that start this term will have the strategy written, staff trained and governors signed off with room to spare.

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