The Configuration of Passivity and why AI in Education is Facing a Growing Backlash
The initial wave of uncritical enthusiasm for Artificial Intelligence in education is beginning to break in the face of pedagogical reality. A growing scepticism is taking root with teachers, students, and parents increasingly questioning the narrative that generative AI is an unalloyed good for learning. This opposition is not driven by technophobia, but by a mounting body of evidence suggesting that AI, rather than enhancing cognitive development, often acts as a barrier to it. Recent research provides empirical weight to these concerns. A 2025 study from the MIT Media Lab, which used EEG scans to measure brain activity during essay […]
The Canvas Catastrophe: Why Education Must Reclaim Its Digital Sovereignty
Over the past several decades, schools and universities have done exactly what every other institution has done: they have systematically outsourced their operational backbone to technology products and the companies that build them. The list of platforms that now mediate the basic functions of education including attendance, grades, assignments, communication is almost comically long. Most educational institutions are running ten to fifteen different EdTech products that all promise efficiency, but in reality, create confusion, frustration, and complicate what was once much simpler [1]. The trade-off has always been framed as giving up a degree of control and data in exchange […]
DigCompEdu Framework update announced
As many readers will know, the European Digital Competence Framework for Educators (DigCompEdu) is a framework setting out what it means for educators to be digitally competent. It was developed by the Joint Research Centre (JRC) of the European Commission in 2017 and outlines the key competences educators need to harness the potential of digital tools, from enhancing teaching and learning to fostering digital citizenship among pupils. The framework is structured around six areas, including digital resources, teaching and learning, assessment and professional engagement and six proficiency levels. It’s not about mastering specific digital tools, but about how educators of […]
The AI Act is Coming: Why Institutions May Need to “Change Everything”
The European Union’s Artificial Intelligence Act came into force in August 2024 and is now steadily moving from the realm of policy abstraction into the daily reality of educational institutions. As its remaining provisions take effect over the next six to 36 months, education providers are facing regulations that could force a fundamental rethink of how they use AI. Thomas Jørgensen, director of policy coordination and foresight at the European University Association (EUA), recently warned that many European institutions may have to “change everything” about their AI practices to comply with the new rules [1]. While his comments were directed […]
Case Studies of using AI in the Classroom
Teachers and managers in vocational education and training (VET) are constantly asking the same question about artificial intelligence: What does it actually look like in practice? Policy documents and ethical guidelines provide necessary frameworks, but educators want concrete examples of how their peers are navigating this new terrain. A recent mapping commissioned by the European Commission’s Directorate-General for Education, Youth, Sport and Culture offers exactly this, providing a much-needed spotlight on EU case studies and insights into the practical application of AI in education. This document is particularly valuable because it cuts through the typical AI hyperbole, focusing instead on […]
News from Europe
The European Commission has published four new guidelines for teachers and educators on key areas of digital education: And on the 12 May from 10 to 11 Central European Time the Digital Education hub is holding the latest in its series on webinars. In this webinar on Fostering digital literacy and tackling disinformation, the co-authors of the updated Guidelines for teachers to tackle disinformation and foster digital literacy will share practical tips and ideas for the classroom. More information here.
What the Illusion of AI Productivity Means for European VET
In recent discussions surrounding the integration of artificial intelligence into the workplace, a prevailing narrative has suggested that AI will seamlessly and inevitably drive unprecedented productivity gains. However, a closer examination reveals a far more complex reality. A recent analysis by Dr. Philippa Hardman, entitled “The Illusion of AI Productivity Gains,” provides a critique of this narrative [1]. Hardman argues that while AI has the potential to enhance output quality and employee satisfaction, these benefits are currently realized by only a small fraction of the workforce. For the majority, AI adoption has led to either stagnation or the creation of […]
Mind the Gap: The Patient Mentor, Socratic AI and the Future of Vocational Training
Following our recent look at the “Safety Gap” and the dangers of using AI tools that simply deliver immediate answers, it is worth asking what the alternative actually looks like in practice. The theoretical argument for “productive struggle” is compelling, but where are the examples of technology being used to genuinely support cognitive development rather than bypass it? A recent report from the UNESCO Courier offers a striking, concrete example from an unexpected context—and it holds profound lessons for vocational education and training in Europe. In the mountainous Guizhou province of southwestern China, a project called Hongyan (meaning “wild goose”) […]
The Safety Gap: Why Helpful AI Might Be Hindering Vocational Learning
If you spend any time reading the relentless stream of announcements from major technology companies, you could be forgiven for thinking that the question of Artificial Intelligence in education has already been solved. The narrative is invariably one of frictionless assistance: AI tutors that never sleep, instantly clarifying complex concepts and guiding students effortlessly toward mastery. However, a recent, sobering review of the actual evidence base suggests a much more complicated reality – one that should prompt serious reflection among teachers and trainers in European education including in vocational education and training. The Stanford SCALE Initiative recently undertook a massive […]
How many AI Literacy Frameworks do we need?
Michael Harvey reported in LinkedIn on the ASEF conference […]
