Explainability and transparency Archives - Page 3 of 14

This guide specifies an architectural framework that facilitates the adoption of explainable artificial intelligence (XAI). This guide defines an architectural…

Published

Last Updated: 18 Jul 2024

IEC SRD 63416:2023 ED1

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

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Vertical AI-specific Bias and discrimination Explainability and transparency

Human-centred design Human-computer interaction Privacy Risk management Robustness Process, management and governance

This SRD deals with the ethical implications and moral questions that arise from the development and implementation of Artificial Intelligence…

Published

Last Updated: 18 Jul 2024

CAN/CIOSC 101

Ethical design and use of automated decision systems

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Horizontal AI-specific Accountability Bias and discrimination

Data management Explainability and transparency Human rights Human-centred design Organisational governance Risk management Robustness Safety Security and resillience Sustainability Process, management and governance

This standard specifies helps organizations protect human values and incorporate ethics in their design and use of automated decision systems.…

Published

Last Updated: 18 Jul 2024

ANSI/CTA 2089

Definitions and Characteristics of Artificial Intelligence

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Healthcare and medicine AI-specific Bias and discrimination Data processing

Data protection Explainability and transparency Foundational and terminology

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

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

Content Type

IEEE Standard for Transparency of Autonomous Systems

Guidelines on the environmental efficiency of machine learning processes in supply chain management

Guidelines for Developing Trustworthy Artificial Intelligence Systems

Guide for an Architectural Framework for Explainable Artificial Intelligence

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

Coordinated plan on artificial intelligence

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

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