Good practice for development and use Archives

Research and analysis item

A taxonomy and terminology of adversarial machine learning

Topic:

Good practice for development and use Security and resilience

Domain:

This NIST Interagency/Internal Report (NISTIR) is intended as a step toward securing applications of Artificial Intelligence (AI), especially against adversarial…

Last Updated: 12 Oct 2022

Research and analysis item

AI risk management framework

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Topic:

Accountability Assurance and testing Ethical considerations Good practice for development and use Standardisation for AI

Domain:

Horizontal

NIST is developing a framework to better manage risks to individuals, organizations, and society associated with artificial intelligence (AI). The…

Last Updated: 12 Oct 2022

Research and analysis item

From principles to practice: an interdisciplinary framework to operationalise AI ethics

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Topic:

Assurance and testing Ethical considerations Good practice for development and use Standardisation for AI

Domain:

Horizontal

Artificial intelligence (AI) increasingly pervades all areas of life. To seize the opportunities this technology offers society, while limiting its…

Last Updated: 12 Oct 2022

Research and analysis item

AI, human rights, democracy and the rule of law: a primer

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Topic:

Assurance and testing Ethical considerations Good practice for development and use Human rights

Domain:

Horizontal

Last Updated: 27 Jan 2023

Research and analysis item

Connected and automated vehicles: a review of the UK’s legislation and good practice

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Topic:

Assurance and testing Good practice for development and use Standardisation for AI Standardisation for AI (roadmap)

Domain:

Transport and autonomous vehicles - Road vehicles

The white paper provides an overview of the CCAV Code of Practice (CoP): Automated Vehicle Trialling, BSI’s CAV standards programme,…

Last Updated: 21 Nov 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

Domain:

Online safety

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

Research and analysis item

Data justice in practice guides

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Topic:

Accountability Data Data collection Data processing Data protection Ethical considerations Good practice for development and use Human rights

Domain:

Horizontal

The Data Justice in Practice Guides are a series of three guides for policymakers, impacted communities, and developers. The guides…

Last Updated: 27 Jan 2023

Research and analysis item

Advancing data justice

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Topic:

Accountability Data Data collection Data processing Data protection Ethical considerations Good practice for development and use Human rights

Domain:

Horizontal

In 2021, the Global Partnership on AI chose The Alan Turing Institute to lead a project they had begun titled…

Last Updated: 27 Jan 2023

Research and analysis item

The ethics of artificial intelligence: issues and initiatives

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Topic:

Ethical considerations Good practice for development and use

Domain:

Horizontal

Last Updated: 12 Oct 2022

Research and analysis item

Good practice in training set preparation for marine navigation systems

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Topic:

Data collection Data processing Data quality Good practice for development and use

Last Updated: 12 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

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:

Horizontal

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

Content Type

A taxonomy and terminology of adversarial machine learning

AI risk management framework

From principles to practice: an interdisciplinary framework to operationalise AI ethics

AI, human rights, democracy and the rule of law: a primer

Connected and automated vehicles: a review of the UK’s legislation and good practice

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

Data justice in practice guides

Advancing data justice

The ethics of artificial intelligence: issues and initiatives

Good practice in training set preparation for marine navigation systems

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

Review into bias in algorithmic decision-making

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