Strategies and roadmaps
Artificial intelligence for Europe
Artificial intelligence (AI) is already part of our lives ā it is not science fiction. From using a virtual personal…
Explainability and transparency
Research and analysis item
Financial Industry Forum on Artificial Intelligence: A Canadian Perspective on Responsible AI
Research and analysis item
The Bank of England and the Financial Conduct Authority launched the Artificial Intelligence Public-Private Forum (AIPPF) on 12 October 2020.
Official policy proposals and consultations
A pro-innovation approach to AI regulation
In the National AI Strategy, the government committed to developing a pro-innovation national position on governing and regulating AI, and…
Research and analysis item
Towards auditable AI systems
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…
Research and analysis item
Four principles of explainable artificial intelligence
We introduce four principles for explainable artiļ¬cial intelligence (AI) that comprise fundamental properties for explainable AI systems. We propose that…
Research and analysis item
Robustness and explainability of artificial intelligence: from technical to policy solutions
In the light of the recent advances in artificial intelligence (AI), the serious negative consequences of its use for EU…
Research and analysis item
Understanding artificial intelligence ethics and safety: a guide for the responsible design and implementation of AI systems in the public sector
A remarkable time of human promise has been ushered in by the convergence of the ever-expanding availability of big data,…
