Explainability and transparency Archives - Page 2 of 12

Specific methodologies to help employers in accessing, collecting, storing, utilizing, sharing, and destroying employee data are described in this standard.…

Published

Last Updated: 19 Jul 2024

IEEE 7000-2021

IEEE Standard Model Process for Addressing Ethical Concerns during System Design

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Horizontal AI-enabling - Project management AI-enabling - Risk management Accountability

Bias and discrimination Explainability and transparency Privacy Project management Risk management Stakeholder engagement and communication Sustainability Process, management and governance

A set of processes by which organizations can include consideration of ethical values throughout the stages of concept exploration and…

Published

Last Updated: 19 Jul 2024

IEEE 7001-2021

IEEE Standard for Transparency of Autonomous Systems

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Horizontal AI-specific Explainability and transparency Safety

Robotics and autonomous systems Measurement and test methods

New IEEE Standard – Active. Measurable, testable levels of transparency, so that autonomous systems can be objectively assessed, and levels…

Published

Last Updated: 19 Jul 2024

ITU-T L Supplement 42

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

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Logistics and supply chain management AI-specific Explainability and transparency Security and resilience

Sustainability Measurement and test methods

This guidance document is intended to support machine learning (ML) researchers and operators to measure and improve the environmental efficiency…

Published

Last Updated: 18 Jul 2024

ANSI/CTA 2096

Guidelines for Developing Trustworthy Artificial Intelligence Systems

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Horizontal AI-specific Accountability Accuracy and performance

Bias and discrimination Data protection Explainability and transparency Human-centred design Privacy Risk management Safety Security and resilience Stakeholder engagement and communication Process, management and governance

This recommended practice will describe things developers of artificial intelligence (AI) systems should consider for their systems to be considered…

Published

Last Updated: 18 Jul 2024

IEEE 2894

Guide for an Architectural Framework for Explainable Artificial Intelligence

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Horizontal AI-specific Accountability Accuracy and performance

Bias and discrimination Explainability and transparency Privacy Safety System architecture Interface and architecture Process, management and governance

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

Content Type

Information technology — Artificial intelligence — Transparency taxonomy of AI systems

Information technology — Artificial intelligence — Objectives and approaches for explainability of ML models and AI systems

Information technology – Artificial intelligence – Overview of trustworthiness in artificial intelligence

Information technology – Artificial intelligence – Risk management

IEEE Standard Model Process for Addressing Ethical Concerns during System Design

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

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