Publications & White Papers
Sharing research and insights on AI governance, validation, and ethics.
The Institute of AI contributes to international discourse through research papers, white papers, and policy notes that address the evolving standards and ethics of Artificial Intelligence.
White Paper: Operationalizing ISO/IEC 42001
A practical guide for organizations to implement the AI management system standard.
Research Brief: Ethical Metrics in LLMs
An analysis of fairness assessment methodologies for large language models.
Policy Note: Building Transparent AI Ecosystems
Recommendations for fostering transparency and trust in AI across Europe.
Technical Report: Validation Frameworks
A deep dive into validation frameworks for AI systems under ISO/IEC 24027.
White Paper: AI Risk Management
Integrating ISO 31000 principles into the AI development lifecycle.
Research Brief: Explainable AI (XAI)
A review of current techniques and their applicability in regulated industries.
All publications are released under the Creative Commons license (CC BY-SA 4.0). Citation and redistribution are encouraged.