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Trustworthy AI

Here are topics relevant to designing, developing and deploying AI systems that are trustworthy. This thematic overview will cover the characteristics of trustworthy AI systems and other governance measures to ensure that AI is built responsibly.

Highlights

Watch the recording of the Introduction to Trustworthy AI from the Hub’s launch event, go the forums to discuss what trustworthy AI means and see ISO’s 2020 standard on trustworthiness in AI systems.

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Events

Published standards

IEEE 2894

Guide for an Architectural Framework for Explainable Artificial Intelligence

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HorizontalAI-specificAccountabilityAccuracy and performance
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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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VerticalAI-specificBias and discriminationExplainability and transparency
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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

Standards in development

This standard addresses the evaluation of safety, explainability, and stability of algorithms implementing autonomous driving levels, as defined by SAE J3016. The standard specifies the minimum requirements for experimental setups, data flow charts, algorithm pipelines, and automated quantitative evaluation metrics…
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Standards Body: IEEE
Last updated: 14 Apr 2025
1   Scope This document provides guidance on the staged implementation of Electric, Connected and Autonomous Vehicle (eCAV) passenger and delivery services, with a special focus on on-demand responsive passenger services with shared vehicles. This document aims to accelerate innovation and deliver…
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Standards Body: British Standard Institution, ISO
Last updated: 14 Apr 2025
This standard defines and provides criteria to measure the capabilities of foundation models. The standard focuses on measurable and objective capabilities such as perception-oriented capabilities, cognitive capabilities, and learning capabilities. The standard provides guidelines for evaluating these capabilities, drawing inspiration…
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Standards Body: IEEE
Last updated: 14 Apr 2025