freedom

The Future of Large Language Models: From Scaling to Trustworthy Intelligence

A breakthrough, not a final destination Large language models have already changed how people write, code, search, translate, summarize, teach and organize knowledge. Their success rests on a powerful empirical insight: when models, data and compute grow together, new capabilities appear. This is the core intuition behind the scaling hypothesis, and it explains much of … Read more

Data Fabrics: The Infrastructure for Useful and Trustworthy Local AI

Most discussions about artificial intelligence begin with models. Which model is stronger, faster, cheaper or more capable? For public administrations and private enterprises, however, the decisive question is different: what data does the model reason over, who governs that data, how is it connected to real workflows, and how can every answer be traced back … Read more

Local Open AI Models: Public Infrastructure Instead of Digital Dependency

Artificial intelligence is entering public administration, healthcare, education, local government and state security services. The central question is not whether public institutions will use AI. They already will. The real question is who will control the infrastructure, the data, the models, the logs and the rules of use. Public authorities can either build internal capacity … Read more

From Catalogues to Real Adoption: Why Europe Must Back Open Source That People Can Actually Use

Europe does not suffer from a lack of open source. It suffers from a lack of large-scale adoption. Across the European Union, the policy direction is already clear. Interoperability, reuse and cross-border public service improvement are now central to Europe’s digital agenda. Open source has also been increasingly linked to reduced dependency, stronger digital autonomy … Read more

From German Commons to Greek Commons

A policy case for Greek as a national and European language data infrastructure Large language models depend on vast amounts of text, but scale without legal clarity produces fragile systems. Datasets built on opaque web crawling cannot guarantee lawful reuse, redistribution, or long-term sustainability. The German Commons provides a clear alternative: 154.56 billion tokens of … Read more

Unlocking the Secrets of Oracle to PostgreSQL Migration, Scope & ROI

We would like to invite you to “Why and How to Switch from Oracle to PostgreSQL” webinar. If you’re considering a migration, this is your opportunity to get a strategic roadmap that helps you reduce Oracle costs and unlock the full potential of Postgres. In this session, you’ll learn how to: Presenters:Mostafa Zakaria, Sales Engineer … Read more

Study and survey on the impact of Open Source Software and Hardware in the EU economy

Fraunhofer ISI and OpenForum Europe are conducting a study for the European Commission which shall investigate in detail the economic impact of Open Source Software (OSS) and Open Source Hardware (OSH) on the European economy. The study should identify strengths, weaknesses, opportunities and challenges of open source in relevant ICT policies. The Open Source impact … Read more

Free Software is More Reliable!

Apologists for proprietary software like to say, “free software is a nice dream, but we all know that only the proprietary system can produce reliable products. A bunch of hackers just can’t do this.” Empirical evidence disagrees, however; scientific tests, described below, have found GNU software to be more reliable than comparable proprietary software. This … Read more

A Call to Open Budgets, Join us to shape an equitable future

Government decisions about how public money is raised, allocated and spent are moral choices – reflecting a nation’s values and priorities. A nation’s budget determines what services are available and to whom – including schools for children, medicine for the sick and support for the unemployed. To assure that public budgets, and the use of … Read more