Information Commissioner's Office Archives - AI Standards Hub

Information Commissioner's Office

Strategies and roadmaps

Regulating AI: The ICO’s strategic approach

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Topic:

Adoption and commercialisation Data protection Good practice in development and use Risk management Safety

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This document summarises the ICO’s strategic approach to AI regulation following the UK Government request for an update from regulators…

Organisation: Information Commissioner's Office

Last Updated: 15 Jan 2025

Regulation and official guidance

How to use AI and personal data appropriately and lawfully

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Topic:

Bias and discrimination Explainability and transparency Risk management Safety

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Increasingly, we are seeing an uptake in applications of artificial intelligence (AI). The use of AI has the potential to…

Organisation: Information Commissioner's Office

Last Updated: 23 Jan 2024

Research and analysis item

Tech Horizons Report

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Topic:

Data protection Data sharing Privacy

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Last Updated: 4 Sep 2023

Research and analysis item

The benefits and harms of algorithms: a shared perspective from the four digital regulators

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Topic:

Adoption and commercialisation Ethical considerations

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In 2021 the DRCF established an Algorithmic Processing workstream to explore the impact of algorithms across our industries and regulatory…

Last Updated: 12 Oct 2022

Research and analysis item

Auditing algorithms: the existing landscape, role of regulators and future outlook

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Assurance and testing

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In 2021 the DRCF established an Algorithmic Processing workstream to explore the impact of algorithms across our industries and regulatory…

Last Updated: 12 Oct 2022

Official policy proposals and consultations

Anonymisation, pseudonymisation and privacy enhancing technologies guidance: draft guidance and consultation

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Topic:

Data Data protection Good practice for development and use Privacy

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The ICO is calling for views on its updated draft guidance on anonymisation, pseudonymisation and privacy enhancing technologies. This content…

Last Updated: 12 Oct 2022

Regulation and official guidance

Explaining decisions made with AI

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

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This co-badged guidance by the ICO and The Alan Turing Institute aims to give organisations practical advice to help explain…

Last Updated: 19 Dec 2022

Regulation and official guidance

Explaining decisions made with AI: a workbook (use case 1: AI-assisted recruitement tool)

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

Domain:

HR, recruitment and employment

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Over the last two years, The Alan Turing Institute and the Information Commissioner’s Office (ICO) have been working together to…

Last Updated: 24 Jan 2023

Regulation and official guidance

Explaining decisions made with AI: a workbook (use case 2: machine learning for children’s social care)

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

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Over the last two years, The Alan Turing Institute and the Information Commissioner’s Office (ICO) have been working together to…

Last Updated: 24 Jan 2023

Official policy proposals and consultations

Guidance on the AI auditing framework: draft guidance and consultation

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Topic:

Assurance and testing Data Data collection Data processing Data protection Data quality Ethical considerations Good practice for development and use

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Applications of artificial intelligence (AI) increasingly permeate many aspects of our lives. We understand the distinct benefits that AI can…

Last Updated: 19 Dec 2022

Regulation and official guidance

Guidance on AI and data protection

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Topic:

Data Data processing Data protection Data quality Good practice for development and use Risk management

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This guidance covers what we think is best practice for data protection-compliant AI, as well as how we interpret data…

Last Updated: 19 Dec 2022