Using Machine Learning To Help Refugees Succeed
The Stanford Immigration Policy Lab has developed GeoMatch, a machine learning tool designed to optimize the placement of refugees in host countries to enhance their employment prospects. By analyzing individual refugee characteristics—such as country of origin, language skills, gender, and age—alongside the attributes of potential resettlement locations, GeoMatch predicts where refugees are most likely to find employment. Initial studies demonstrated that using GeoMatch could increase employment rates by approximately 40% in the U.S. and 75% in Switzerland. Dylan Walsh, 2023, HAI Stanford Check out the AI Cookbook inventory for more literature, resources, best practices and tools.
Explainable Disruption, Dilemmas and Directions part 2
Here is part 2 of a series of summaries of the provocative essays published in UNESCOs AI and the Future of Education Part one is here https://pontydysgu.eu/2025/10/explainable-disruptions-dilemmas-and-directions/ Page 59: Challenging hyper-personalization: Towards (re-)socializing learning (Carla Aerts) Carla Aerts cautions against AI-driven hyper-personalization, which risks isolating learners in algorithmic echo chambers and eroding the social fabric of learning and killing the social, collaborative spirit of the classroom. Instead, the author suggests using AI to help students work together better, improving conversation and teamwork rather than replacing it. Page 65: Infantilizing, echo chamber, or the dawn of a new enlightenment (Paul Prinsloo) Paul […]
The Real Impact of AI on Work: It’s About Control, Not Job Losses
It’s hard to keep up. Every week seems to bring a new wave of breathless commentary about AI and the future of work, often swinging between utopian promises of liberation and dystopian fears of mass unemployment. It’s a debate that, as the new European, Joint Research Centre (JRC) report “Work in the Digital Era” points out, has been recurring for a long time. But this report, which synthesises over seven years of detailed research across Europe, offers a refreshingly sober and evidence-based perspective. In contrast to the fears over the impact of technology on employment, the JRC’s research concludes that […]
80 per cent of young people in the UK are using AI for their schoolwork
There are an increasing number of studies looking at how young people are using AI for learning or otherwise. Although I am not convinced by the title, “Teaching the AI-Native Generation,” a new report from Oxford University Press offers a somewhat sobering, glimpse into how young people in the UK are actually using these new tools. What makes this report particularly interesting is the size of the survey. Researchers surveyed 2,000 students aged 13–18 across the UK and the results are both encouraging and challenging. Unsurprisingly, the report finds that AI usage is already widespread. 8 in 10 young people […]
TildeOpen LLM: A European AI for European Languages
There is a lot of talk at the moment about Large Language Models (LLMs) and their potential impact on all kinds of things, from education to the economy. However, much of the development and focus of these models has been on English, often leaving other languages, especially the smaller languages of Europe, behind. This can lead to inaccuracies and a lack of cultural nuance. But now, a new development from Europe is aiming to change that. Tilde, a winner of the European AI Grand Challenge, has released TildeOpen LLM, a powerful 30-billion parameter language model specifically optimized for European languages. […]
Thing 1 – The Basics of AI
10 Things about AI is a MOOC written for an Erasmus+ project back in 2022. The content is still relevant, particularly the background and ideas about what AI is and how AI works. Here’s Thing 1… Artificial intelligence is now an integral part of our lives but what is it exactly? AI is not a “thing”, it isn’t a computer nor a machine. AI is the ability of a machine to display human-like capabilities such as reasoning, learning, planning and creativity. AI systems are capable of adapting their behaviour to a certain degree by analysing the effects of previous actions […]
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Navigating the EU AI Act Just Got Easier
The European Union’s AI Act, the world’s first comprehensive […]
DigiEduHack 2025
DigiEduHack started in 2019, as part of the first Digital Education Action Plan of the European Commission. For its first five editions, it gathered nearly 10 000 participants from Europe and beyond. The initiative continues under the Digital Education Action Plan 2021-2027, with a long-term goal to support grassroots innovation and contribute to the objectives of the European Digital Education Hub. The EU has announced the return of the DigiEduHack Hacking Days from 7 to 16 November 2025, with a global series of 24-hour hackathons. The initiative invites students, educators, and entrepreneurs to tackle pressing challenges in digital education, including the integration of AI, data-driven education, or accessibility. Since 2019, more than 10,000 participants have created over 1,300 solutions, from gamified climate education to AI […]
Whats happening with AI in Learning and Development
Donald H Taylor and Egle Vinauskaite have released their third annual report on AI in L&D: The Race for Impact. The report includes data on the most popular AI uses in L&D, how patterns are shifting, and what barriers teams still face, learning design and content development, internal L&D ops, strategy and insight, and workforce enablement, in-depth AI in L&D case studies by Microsoft, ServiceNow, TTEC, KPMG UK, Leyton and mci group and framework – the Transformation Triangle – exploring what AI’s move into “traditional” L&D work means for the function’s future role. The image above provides a summary of […]
The issue of AI in education is fundamentally pedagogical, ethical and systemic
Time for a quick reflection on AI Pioneers’ Conference last week. We are still conducting the evaluation but even without that it is obvious from talking to participants that it was a great success. The conference organisation was excellent reflecting the work of the organising team from the ITB at the University of Bremen, The agenda was varied and mixed together keynotes, presentations, networking session and. Workshops. Suck varied sessions prevented the onset of the all too often conference fatigue, as too did frequent breaks and continuously available coffee. Compared to other AI. And Education events I have attended the […]
