Bias and discrimination Archives - Page 4 of 9 - AI Standards Hub

Bias and discrimination

Research and analysis item

Using machine learning in diagnostic services: a report with recommendations from CQC’s regulatory sandbox

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Topic:

Accuracy and performance Bias and discrimination Good practice for development and use

Domain:

Healthcare and medicine - Clinical medicine

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This report presents the findings from the Care Quality Commission’s (CQC’s) regulatory sandbox pilot. Regulatory sandboxing is a way of…

Last Updated: 12 Oct 2022

Research and analysis item

Review into bias in algorithmic decision-making

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Topic:

Assurance and testing Bias and discrimination Data Ethical considerations Good practice for development and use

Domain:

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Unfair biases, whether conscious or unconscious, can be a problem in many decision-making processes. This review considers the impact that…

Last Updated: 12 Oct 2022

Official policy proposals and consultations

Blueprint for an AI bill of rights

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Topic:

Accountability Bias and discrimination Data Data collection Data processing Data protection Ethical considerations Explainability and transparency Human rights Safety Security and resilience Sustainability

Domain:

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The Blueprint for an AI Bill of Rights is a guide for a society that protects all people from these…

Last Updated: 12 May 2023

Regulation and official guidance

Artificial intelligence in public services

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Topic:

Bias and discrimination Ethical considerations Good practice for development and use Human rights

Domain:

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Last Updated: 12 Oct 2022

Regulation and official guidance

A guide to using artificial intelligence in the public sector

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Topic:

Bias and discrimination Ethical considerations Explainability and transparency Good practice for development and use Human centred design Human rights Safety System quality

Domain:

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Guidance on building and using artificial intelligence in the public sector, covering how: to assess if using AI will help…

Last Updated: 12 Oct 2022

Regulation and official guidance

Understanding artificial intelligence ethics and safety: a guide for the responsible design and implementation of AI systems in the public sector

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Topic:

Bias and discrimination Ethical considerations Explainability and transparency Good practice for development and use Human centred design Human rights Safety System quality

Domain:

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A remarkable time of human promise has been ushered in by the convergence of the ever-expanding availability of big data,…

Last Updated: 12 Oct 2022

Regulation and official guidance

Ethics and governance of artificial intelligence for health: WHO guidance

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Topic:

Bias and discrimination Ethical considerations Explainability and transparency Good practice for development and use Human centred design Human rights Safety System quality

Domain:

Healthcare and medicine

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The WHO guidance on Ethics & Governance of Artificial Intelligence for Health is the product of eighteen months of deliberation…

Last Updated: 19 Dec 2022

Frameworks and principles

G20 AI principles

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Topic:

Accountability Bias and discrimination Ethical considerations Explainability and transparency Human rights Safety Security and resilience Sustainability

Domain:

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Last Updated: 19 Dec 2022

Frameworks and principles

Recommendation on the ethics of artificial intelligence

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Topic:

Accountability Bias and discrimination Ethical considerations Explainability and transparency Human rights Safety Security and resilience Sustainability

Domain:

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Last Updated: 12 Oct 2022

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