
I believe that, in order to address the various corruption-related challenges within the European Union, a new system should be established, which I would call the Preventive Integration System…
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.

I believe that, in order to address the various corruption-related challenges within the European Union, a new system should be established, which I would call the Preventive Integration System…

SFA-Bench White Paper v1.0: A Grammar for Governed Improvement
This paper introduces SFA-Bench as a governance benchmark for controlled AI/system improvement. It focuses on…
The EU AI Act (Regulation EU 2024/1689) is now progressively binding, yet corporate compliance is still demonstrated primarily through self-assessment reports and paper files. Regulatory…
https://www.notus.org/economy/treasury-internal-report-warning-dangers-ai-bubble
News broke that career stability analysts inside the Treasury Department drafted a stark,…

AI-BOOST and EUCAIM have launched a joint challenge titled Generative AI for Enhancement of Clinical Datasets. The initiative is part of
Across Europe, municipalities face a similar challenge. Citizens expect accessible, high quality public services, while governments operate in an environment of labour shortages, increasing…
In debates around the AI Act, a recurring confusion appears: the risk of an AI system is sometimes discussed as if it were mainly contained inside the model itself
While reskilling is clearly essential, I wonder whether we should also focus more on AI literacy and AI bias awareness. Could reducing the AI literacy gap and improving trust in AI be just as…

Small states do not need to copy the AI governance models of the United States, China, or the European Union. They need lighter, realistic, and enforceable systems that help them use AI safely and…
I often speak with architects, AI engineers, and technology leaders who have built enterprise AI solutions. One statement I hear repeatedly is:
"We have implemented…