Compliance and Implementation: Assessing the Readiness of European Universities to Meet AI Literacy Obligations under the AI Act (2025)

Abstract

This study assesses the readiness of higher education institutions across the European Union to fulfil the AI literacy obligations under Article 4 of the EU Artificial Intelligence Act, employing a Comparative Curricular Review and Readiness Index methodology to evaluate whether implementation responses are oriented toward developing deep critical AI competence or are predominantly driven by minimal legal compliance logic. The research constructs the AI Literacy Readiness Index (AI-LRI). It applies it to a purposive sample of 36 universities from Germany, France, and Italy, representing three of the EU's largest higher education systems with distinct governance traditions and prior AI education investment trajectories. The AI-LRI integrates five measurement domains: curricular coverage; technical-humanistic balance; institutional governance quality; staff development; and the civic dimension, which addresses democratic participation, fundamental rights, and public accountability. Cross-national benchmarking reveals that German universities demonstrate the highest technical module coverage but the most pronounced HSS-technical imbalance; French universities show the most developed institutional governance frameworks but the lowest civic dimension scores; and Italian universities exhibit the highest curricular integration but the most acute staff development constraints. Critically, 81% of compliance-asserting institutions demonstrate a substantive gap between their formal Article 4 compliance documentation and their actual curricular provision, as assessed by the AI-LRI. This compliance-minimisation dynamic produces modules that satisfy the letter but not the substantive human rights purpose of the obligation. The study contributes the Integrative AI Literacy Curriculum Framework (IALCF), a curriculum architecture organised around three competency clusters: Critical Technical Understanding, Humanistic-Ethical Judgement, and Democratic Civic Engagement as an evidence-based instrument for guiding European universities toward the transformative AI literacy formation that the AI Act's democratic values mandate.