The problem is not that AI generates text. The problem is that we cannot see the seam.
Current watermarking frameworks treat provenance as binary: a piece of content is either human…
The Apply AI Alliance is as a multi-stakeholder forum engaged in large discussion of all aspects of AI development and its impact on the economy and society.
The problem is not that AI generates text. The problem is that we cannot see the seam.
Current watermarking frameworks treat provenance as binary: a piece of content is either human…
This paper examines structural risks from large-scale AI adoption as interconnected causal feedback loops. Individually rational firm…

Commission opens call for proposals to fund large-scale pilots deploying AI in real-world clinical imaging
Building a Robust and Secure AI-Enabled Connected Health Data Space for a Stronger European Health Union
The two-day…
Can Artificial Intelligence substitute the generation of knowledge through human intelligence? Or will human driven scientific intelligence keep the lead in creating novel insights? These are…
New standard EN 18282 „Cybersecurity specifications for AI systems“ is in the final stage of development. German standardization organization DIN will hold a free info event with Q&A on May…
In 1950, an American statistician named W. Edwards Deming stood in front of a room of Japanese executives and told them their entire approach to quality was wrong. Post-war Japanese…

The European Union has spent the current decade perfecting the art of the digital whistle. With the 2026 implementation of the AI Act, Brussels is successfully establishing the…

Situating AI-MATTERS within Europe’s manufacturing transition
Long characterised by a strong industrial base, yet increasingly…
Abstract
This paper proposes a split-execution architecture for lawful AI in which the authority plane and the computation plane<…