Research institution Archives - AI Standards Hub

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Research and analysis item

Certification of Machine Learning Applications in the Context of Trustworthy AI with Reference to the Standardisation of AI Systems

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Assurance and testing Standardisation for AI Trustworthy AI

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We review the landscape of AI standards and certification and emphasise their role in the context of trustworthy AI. Third-party…

Last Updated: 31 Aug 2023

Research and analysis item

Strategic Research Agenda supporting the EMN Mathmet by addressing EURAMET’s key priorities and challenges in mathematics and statistics in metrology

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Assurance and testing Formal verification Measurement Robustness System quality Trustworthy AI

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This document constitutes the Strategic Research Agenda (SRA) for the European Metrology Network for Mathematics and Statistics in Metrology (EMN…

Last Updated: 12 May 2023

Research and analysis item

Towards auditable AI systems

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Accuracy and performance Assurance and testing Bias and discrimination Explainability and transparency Robustness Safety Security and resilience Standardisation for AI

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Last Updated: 12 Oct 2022

Research and analysis item

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

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

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Last Updated: 27 Jan 2023

Research and analysis item

AI in financial services

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Topic:

Adoption and commercialisation Ethical considerations

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Financial services

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Artificial intelligence (AI) plays a central role in current processes of technological change in financial services. Its prominent place on…

Last Updated: 12 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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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: 12 Oct 2022

Research and analysis item

Ethics of machine learning in children’s social care

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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: 12 Oct 2022

Research and analysis item

Understanding bias in facial recognition technologies

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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: 12 Oct 2022

Research and analysis item

Data justice in practice guides

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

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

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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

Motivation for and barriers against the inclusion of standardisation in European academic research and education.

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Topic:

Ethical considerations Standardisation for AI

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The EC has repeatedly been pointing to the need to improve the education regarding standardisation (COM (2011) 311). Recently this…

Last Updated: 25 Oct 2022

Research and analysis item

AI Watch: AI standardisation landscape state of play and link to the EC proposal for an AI regulatory framework

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Standardisation for AI Standardisation for AI (roadmap)

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The present study surveys the ongoing standardisation activities on AI carried out by ESOs (European Standards Organizations) and international Standards…

Last Updated: 25 Oct 2022

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