As a computer scientist who has worked in both artificial intelligence and safety-critical fields — such as nuclear power and aviation — I’ve long been struck by how little of the rigour that is required for critical infrastructure has been applied to AI development. Incidents this year, in which AI agents ‘escaped’ their test environments,