Governed High-Risk Deployment of European Sovereign AI Models : A policy and product concept for pre-approved, auditable, regulated workflow use
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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.
Governed High-Risk Deployment of European Sovereign AI Models : A policy and product concept for pre-approved, auditable, regulated workflow use
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Much of the current discussion around AI remains focused onmodels, documentation, and upstream compliance.
Yet in critical environments, the real question is…

Related contributions:
• Digital Methadone & Narcissus Loop (Futurium)
https://futurium.ec.europa.eu/en/apply-ai-alliance/community-content/opioids-methadone-alice-and-waffles…
The European Union is pursuing an ambitious vision for a competitive and trustworthy data economy. Through initiatives such as the European data strategy, the EU aims to increase the availability…
About this paper
This paper argues that the conflict between online protection and privacy is not inevitable. The real problem is that most…
An AI system can be compliant, audited, and validated before deployment… yet still become difficult to understand when an …

Grigorios Tsinaforniotis
CEO, PROTOS AI Agency IKE | Registered EU Expert (EX2025D1322797) | EU AI Pact Signatory
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The Gap Between Compliance Documentation and Operational Reality
The four papers presented in the previous post (AI as Cognitive Warfare Infrastructure, 10 March 2026) have been extended by a second four-paper series, completing the full WSMD framework. Where…
THE THREE-TIER AI ETHICS ENGINE
Advantages of a Layered Governance Architecture
OVERVIEW
Current…
Contemporary AI governance frameworks—including GDPR, the EU AI Act, and related sectoral regulations—have established a robust foundation for transparency, accountability, and fundamental rights…