For a long time, artificial intelligence in science was primarily seen as a tool for analyzing large datasets. That role is now evolving. AI is no longer just processing information—it is increasingly generating hypotheses, suggesting experiments, and exploring solution spaces…
Anyone exploring modern AI systems will eventually encounter a concept that has quietly moved into the spotlight: open-weight models. These are AI systems where the trained model weights—the core parameters that define behavior—are publicly accessible. In contrast, proprietary AI keeps…
At first glance, the current AI landscape seems dominated by large technology platforms releasing increasingly powerful models. But beneath that surface, a quieter shift is taking place. Open-source AI is no longer just a playground for developers—it is becoming a…
For a long time, artificial intelligence was primarily a digital concept. Models processed data, generated text, and made decisions behind the scenes. Today, this is changing. AI is moving into the physical world, giving rise to robots and humanoid machines…
Public administration is often associated with forms, regulations and procedures. Yet behind these visible elements lies an enormous amount of information work. Government employees constantly analyze documents, interpret regulations and prepare reports or decisions based on complex information sources. The…
Artificial intelligence is often associated with startups or large technology companies. Yet an increasing number of AI initiatives are emerging from the public sector. Government institutions are experimenting with data platforms and intelligent analysis systems to improve decision-making and administrative…
Digital government services rely on a complex technological foundation. Behind every online portal or digital form lies an ecosystem of software systems that process data, manage documents and connect public services. Germany’s openCode initiative was created to improve how this…
7:03 AMThe day hasn’t even started properly and a new request arrives: “Heating issue, can you come today?” Two missed calls follow. Between workshop tasks, materials, and the first appointment, the same reality appears in many trades businesses: you want…
The moment you say “HR process automation,” many teams become skeptical. Not because they dislike efficiency, but because they’ve seen the side effects: rigid workflows, edge cases that break everything, low adoption, and a human who ends up manually fixing…
Most organizations already use multiple HR systems: applicant tracking, personnel files, learning platforms, workflows, policy documents. Yet HR often feels distant and slow for employees. Responses take time, responsibilities are unclear, and processes feel complicated. The problem is not the…
