Prototype testing, scaling, and standardizing AI tutors in schools

England’s Department for Education has moved from prototyping AI tutoring tools to piloting them in schools (“living laboratories”) and is now building a national standard via six funded companies (including Pearson/Anthropic, Google/Eedi), set to launch autumn 2026. The authors argue this “experimental futuring” approach locks in an industry-shaped model of AI in schools while sidelining wider public debate.