Assurance and testing
Reports, resolutions, and position papers
CDEI portfolio of AI assurance techniques
The portfolio of AI assurance techniques has been developed by the Centre for Data Ethics and Innovation (CDEI), initially in…
Policy item
Catalogue of tools & metrics for trustworthy AI
Research and analysis item
Discerning signal from noise: The state of global AI standardization and what it means for Canada
Research and analysis item
Certification of Machine Learning Applications in the Context of Trustworthy AI with Reference to the Standardisation of AI Systems
We review the landscape of AI standards and certification and emphasise their role in the context of trustworthy AI. Third-party…
Research and analysis item
Strategic Research Agenda supporting the EMN Mathmet by addressing EURAMET’s key priorities and challenges in mathematics and statistics in metrology
This document constitutes the Strategic Research Agenda (SRA) for the European Metrology Network for Mathematics and Statistics in Metrology (EMN…
Research and analysis item
Towards auditable AI systems
Research and analysis item
Trust and artificial intelligence
The artificial intelligence (AI) revolution is upon us, with the promise of advances such as driverless cars, smart buildings, automated…
Research and analysis item
Psychological foundations of explainability and interpretability in artificial intelligence
In this paper, we make the case that interpretability and explainability are distinct requirements for machine learning systems. To make…
