One of the key barriers to scaling AI adoption in Europe is not the lack of technology, but the lack of clarity around value.
Organizations are…
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.
One of the key barriers to scaling AI adoption in Europe is not the lack of technology, but the lack of clarity around value.
Organizations are…
I have published a set of practical AI governance sandbox prototypes on GitHub, aimed at supporting administrative decision-making in complex environments such as the EU.
These are not…
Recently I read an insightful article in Forbes discussing why cross-functional teams often fail in organisations.
Original article:
https://www.forbes.com/sites/tracybrower/2025/09/08…
Generative AI does not deceive through a single act — it operates through accumulation.
Dissociation from reality is not an abrupt rupture but a gradual shift in proportions: the synthetic…

WHY THIS MATTERS
Automotive AI is increasingly regulated through multiple lenses at once: type approval obligations for Driver Control Assistance Systems (DCAS) under UN…
Much of the current discussion on generative AI rightly focuses on performance, productivity and deployment speed. However, one critical dimension often remains implicit: human agency as a…
The Hiroshima AI Process (HAIP)is a global transparency voluntary framework for advanced AI -a …
https://www.forbes.com/sites/snowflake/2025/12/11/four-ways-ai-will-redefine-roles-decisions-and-accountability-in-2026/
As we approach the end of this year,…
General-purpose AI models are becoming deeply integrated into critical infrastructures, public services and decision-support systems. Yet one technical risk remains insufficiently mapped…
For companies building modern AI applications in Python, the journey from a working…