Examines Education at a Glance 2025, addressing attainment, transitions and persistent inequity, source definitions, coverage, comparability, uncertainty and limits on inference.
Explains what constitutes adequate evidence in relation to automated decision oversight, with attention to decision authority, material exceptions and continuing assurance.
Examines implementation of digital accessibility obligations, addressing the available evidence, source definitions, coverage, comparability, uncertainty and limits on inference.
Sets out a controlled approach to closing the evidence loop in accessible digital services, covering diagnosis, responsible action, outcome evidence and sustained effect.
Examines implications for digital education services arising from the European Accessibility Act, clarifying legal effect, institutional responsibility.
Sets out an internal review as an evidence-led approach to implementation of AI literacy obligations, covering responsibility, outcome evidence and sustained effect.