Technical and Policy Documents
The section provides direct links to NIST documents related to the AI RMF (NIST AI-100) and NIST AI Publication Series, as well as NIST-funded external resources in the area of Trustworthy and Responsible AI. New documents will be added as they are completed.
NIST Special Publications
NIST Special Publication 1270: Toward a Standard for Identifying and Managing Bias in Artificial Intelligence
The intent of this document is to surface the salient issues in the challenging area of AI bias, and to provide a first step on the roadmap for developing detailed socio-technical guidance for identifying bias and managing bias.
NIST Interagency or Internal Reports (NISTIR)
This document develops a taxonomy of concepts and defines terminology in the field of AML. The terminology, arranged in an alphabetical glossary, defines key terms associated with the security of ML components of an AI system.
NISTIR 8367: Psychological Foundations of Explainability and Interpretability of Artificial Intelligence
In this paper, the author makes the case that interpretability and explainability are distinct requirements for machine learning systems. An overview of the literature in experimental psychology pertaining to interpretation and comprehension is made.
The authors introduce four principles for explainable artificial intelligences (AI) that comprise fundamental properties of explainable AI systems.
An In-Depth Glossary of Terms
NIST-funded external resources
AAAS Center for Scientific Responsibility and Justice