Bias and discrimination Archives - Page 5 of 12 - AI Standards Hub

Bias and discrimination

Research and analysis item

Towards a standard for identifying and managing bias in artificial intelligence

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Topic:

Bias and discrimination Standardisation for AI

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As individuals and communities interact in and with an environment that is increasingly virtual they are often vulnerable to the…

Last Updated: 9 Oct 2022

Research and analysis item

AI barometer 2021

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Topic:

Adoption and commercialisation Bias and discrimination Data collection Data processing Ethical considerations Security and resilience Skills and readiness

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The CDEI’s AI Barometer is a major analysis of the most pressing opportunities, risks and governance challenges associated with AI…

Last Updated: 9 Oct 2022

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

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Topic:

Accountability Bias and discrimination Ethical considerations Explainability and transparency Good practice for development and use Robustness Safety

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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: 9 Oct 2022

Research and analysis item

Ethics of machine learning in children’s social care

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Topic:

Accountability Bias and discrimination Data collection Data processing Data quality Ethical considerations Human rights

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Across the press, academia, and the worlds of policy and practice, concerns abound about the possible impacts of the growing…

Last Updated: 9 Oct 2022

Research and analysis item

Understanding bias in facial recognition technologies

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Topic:

Accountability Accuracy and performance Bias and discrimination Human rights Robustness

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Over the past couple of years, the growing debate around automated facial recognition has reached a boiling point. As developers…

Last Updated: 9 Oct 2022

Research and analysis item

Using artificial intelligence in the workplace: what are the main ethical risks?

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Topic:

Accountability Bias and discrimination Ethical considerations Explainability and transparency Human rights

Domain:

HR, recruitment and employment

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Artificial Intelligence (AI) systems are changing workplaces. AI systems have the potential to improve workplaces, but ensuring trustworthy use of…

Last Updated: 9 Oct 2022

Research and analysis item

AI barometer 2020

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Topic:

Adoption and commercialisation Bias and discrimination Data collection Data processing Ethical considerations Security and resilience Skills and readiness

Domain:

Criminal justice Energy Financial services Healthcare and medicine Media, arts, entertainment and publishing

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The AI Barometer is an analysis of the most pressing opportunities, risks, and governance challenges associated with AI and data…

Last Updated: 9 Oct 2022

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: 9 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

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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: 9 Oct 2022

ISO/IEC 23894 BS ISO/IEC 23894

Information technology. Artificial intelligence. Risk management

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Organisational governance Privacy Risk management Robustness Safety Security and resilience Sustainability Process, management and governance

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Published

Last Updated: 7 Oct 2022

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