Explainability and transparency Archives - Page 3 of 13

This standard defines terms related to artificial intelligence and associated technologies in health care including assistive intelligence, synthetic data, remote…

Published

Last Updated: 18 Jul 2024

ITU-T Y.3602

Big data – Functional requirements for data provenance

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Horizontal AI-enabling - Data AI-enabling - Information management Data collection

Data management Data processing Data quality Data sharing Explainability and transparency Process, management and governance Product and performance requirements

Recommendation ITU‑T Y.3602 describes a model and operations for big data provenance. This Recommendation also provides the functional requirements for…

Published

Last Updated: 18 Jul 2024

DIN SPEC 92001-1

Artificial Intelligence – Life Cycle Processes and Quality Requirements – Part 1: Quality Meta Model

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Horizontal AI-specific Accuracy and performance Explainability and transparency

Risk management Robustness Safety System lifecycle System quality Process, management and governance

This DIN SPEC in accordance with the PAS procedure has been drawn up by a DIN SPEC (PAS)-consortium set up…

Published

Last Updated: 18 Jul 2024

Research and analysis item

AI Transparency in Practice

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Topic:

Explainability and transparency Organisational governance

Domain:

Horizontal

This report presents the interdisciplinary research led and conducted by Ramak Molavi Vasse’i (Mozilla’s Insights Team). Jesse McCrosky (Thoughtworks) co-authored…

Last Updated: 17 May 2024

Policy item

Catalogue of tools & metrics for trustworthy AI

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Topic:

Assurance and testing Bias and discrimination Explainability and transparency Trustworthy AI

Domain:

Horizontal

Organisation: OECD

Last Updated: 17 May 2024

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

Domain:

Horizontal

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

Strategies and roadmaps

Artificial intelligence for Europe

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Topic:

Accountability Ethical considerations Explainability and transparency Human centred design Human rights Safety Security Trustworthy AI

Domain:

Horizontal

Artificial intelligence (AI) is already part of our lives – it is not science fiction. From using a virtual personal…

Organisation: European Commission

Last Updated: 23 Jan 2024

Frameworks and principles

Coordinated plan on artificial intelligence

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Topic:

Accountability Ethical considerations Explainability and transparency Human centred design Human rights Privacy Safety Security Trustworthy AI

Domain:

Horizontal

Artificial Intelligence (AI) can help us address some of the world’s biggest challenges. It can enable doctors to improve diagnoses…

Organisation: European Commission

Last Updated: 23 Jan 2024

Frameworks and principles

White paper on artificial intelligence: A European approach to excellence and trust

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Topic:

Accountability Ethical considerations Explainability and transparency Human centred design Human rights Privacy Safety Security Trustworthy AI

Domain:

Horizontal

Artificial Intelligence is developing fast. It will change our lives by improving healthcare (e.g. making diagnosis more precise, enabling better…

Organisation: European Commission

Last Updated: 23 Jan 2024

Strategies and roadmaps

Building trust in human-centric artificial intelligence

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Topic:

Accountability Ethical considerations Explainability and transparency Human centred design Human rights Privacy Safety Security Trustworthy AI

Domain:

Horizontal

Artificial intelligence (AI) has the potential to transform our world for the better: it can improve healthcare, reduce energy consumption,…

Organisation: European Commission

Last Updated: 23 Jan 2024

Content Type

Ethical considerations of Artificial Intelligence (AI) when applied in the Active Assisted Living (AAL) context

Ethical design and use of automated decision systems

Definitions and Characteristics of Artificial Intelligence

Artificial Intelligence – Life Cycle Processes and Quality Requirements – Part 1: Quality Meta Model

AI Transparency in Practice

Catalogue of tools & metrics for trustworthy AI

How to use AI and personal data appropriately and lawfully

Artificial intelligence for Europe

Coordinated plan on artificial intelligence

White paper on artificial intelligence: A European approach to excellence and trust

Building trust in human-centric artificial intelligence

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