Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development

Understand

Despite large progress in Explainable and Safe AI, practitioners suffer from a lack of regulation and standards for AI safety.

• In this work we merge recent regulation efforts by the European Union and first proposals for AI guidelines with recent trends in research: data and model cards.
• We propose the use of standardized cards to document AI applications throughout the development process.
• Our main contribution is the introduction of use-case and operation cards, along with updates for data and model cards to cope with regulatory requirements.