Bias and discrimination Archives

Organisation: Department for Science, Innovation and Technology; Foreign, Commonwealth & Development Office; Prime Minister's Office, 10 Downing Street

Last Updated: 15 Jan 2025

ANSI/CTA 2116

CTA Artificial Intelligence in Health Care-Practices for Identifying and Managing Bias

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Healthcare and medicine AI-specific Bias and discrimination Process, management and governance See more

This voluntary standard identifies types of bias, sources of bias, and bias management practices for health care applications of Artificial…

Published

Last Updated: 31 Oct 2024

ANSI/CTA 2090

The Use of Artificial Intelligence in Health Care: Trustworthiness

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Healthcare and medicine - Clinical medicine Healthcare and medicine - Medical devices AI-specific Accuracy and performance

Bias and discrimination Data collection Data processing Data protection Data quality Explainability and transparency Human-centred design Human-computer interaction Privacy Safety Security and resilience Stakeholder engagement and communication System quality Process, management and governance Product and performance requirements

Artificial Intelligence (AI) is quickly becoming a pervasive tool in the health care industry. This standard identifies the core requirements…

Published

Last Updated: 18 Jul 2024

ETSI GR SAI 004 V 1.1.1

Securing Artificial Intelligence (SAI) – Problem Statement

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Horizontal AI-specific Bias and discrimination Data collection

Data processing Data protection Explainability and transparency Privacy Robustness Security and resilience System lifecycle Foundational and terminology

This work item describes the challenges of securing AI-based systems and solutions, including challenges relating to data, algorithms and models…

Published

Last Updated: 18 Jul 2024

BS 8611:2016

Robots and robotic devices. Guide to the ethical design and application of robots and robotic systems

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Horizontal AI-enabling - Non-intelligent robotics and autonomous systems Bias and discrimination Privacy

Risk management Safety Process, management and governance

What is BS 8611 – Ethical design of robotics systems about? BS 8611 gives guidance on the identification of potential…

Published

Last Updated: 18 Jul 2024

P2863

Recommended Practice for Organizational Governance of Artificial Intelligence

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Organisational governance Safety Process, management and governance

This recommended practice specifies governance criteria such as safety, transparency, accountability, responsibility and minimizing bias, and process steps for effective…

Pre-draft

Last Updated: 18 Jul 2024

AI RMF

NIST Artifical Intelligence Risk Management Framework

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Human-computer interaction Organisational governance Privacy Risk management Robustness Safety Security and resilience Sustainability System lifecycle Process, management and governance

In collaboration with the private and public sectors, NIST has developed a framework to better manage risks to individuals, organizations,…

Published

Last Updated: 13 Jun 2025

ISO/IEC 19795-10:2024

Information technology — Biometric performance testing and reporting — Part 10: Quantifying biometric system performance variation across demographic groups

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Horizontal AI-specific Accuracy and performance Bias and discrimination

Computer vision - Facial recognition Measurement and test methods

Published

Last Updated: 16 Mar 2025

ISO/IEC 5394:2024 ISO/IEC JTC 1/SC 42 N 649, ISO/IEC NP 5394

Information technology — Criteria for concept systems

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Horizontal AI-enabling Bias and discrimination Explainability and transparency

Organisational governance Risk management Safety Foundational and terminology Process, management and governance

This document specifies the requirements and provides guidance for establishing, implementing, maintaining and continually improving an artificial intelligence management system…

Published

Last Updated: 18 Jul 2024

Content Type

Standard for Evaluation Method of Machine Learning Fairness

Artificial Intelligence – Concepts, measures and requirements for managing bias in AI systems

CAP2970: Building trust in AI: 5 principles for AI and autonomy

Responsible AI in recruitment guide

CTA Artificial Intelligence in Health Care-Practices for Identifying and Managing Bias

The Use of Artificial Intelligence in Health Care: Trustworthiness

Securing Artificial Intelligence (SAI) – Problem Statement

Robots and robotic devices. Guide to the ethical design and application of robots and robotic systems

Recommended Practice for Organizational Governance of Artificial Intelligence

NIST Artifical Intelligence Risk Management Framework

Information technology — Biometric performance testing and reporting — Part 10: Quantifying biometric system performance variation across demographic groups

Information technology — Criteria for concept systems

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