Reports, resolutions, and position papers
Government
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…
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
A taxonomy and terminology of adversarial machine learning
This NIST Interagency/Internal Report (NISTIR) is intended as a step toward securing applications of Artificial Intelligence (AI), especially against adversarial…
Research and analysis item
Towards a standard for identifying and managing bias in artificial intelligence
As individuals and communities interact in and with an environment that is increasingly virtual they are often vulnerable to the…
Research and analysis item
U.S. leadership in AI: a plan for federal engagement in developing technical standards and related tools
NIST has released a plan for prioritizing federal agency engagement in the development of standards for artificial intelligence (AI). The…
Research and analysis item
AI risk management framework
NIST is developing a framework to better manage risks to individuals, organizations, and society associated with artificial intelligence (AI). The…
Research and analysis item
AI barometer 2021
The CDEIās AI Barometer is a major analysis of the most pressing opportunities, risks and governance challenges associated with AI…
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
SMEs and standardisation in Europe
Every year, more than 1,000 European standards are adopted by the three European standards organisations: CEN, CENELEC and ETSI. Although…
