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IEEE 2941-2021

IEEE Standard for Artificial Intelligence (AI) Model Representation, Compression, Distribution, and Management

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System architecture Interface and architecture

The AI development interface, AI model interoperable representation, coding format, and model encapsulated format for efficient AI model inference, storage,…

Published

Last Updated: 18 Jul 2024

IEEE 2846-2022

IEEE Standard for Assumptions in Safety-Related Models for Automated Driving Systems

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Transport and autonomous vehicles - Road vehicles AI-specific Safety Robotics and autonomous systems

Process, management and governance

This standard applies to road vehicles. Within its Normative portion, it defines a minimum set of reasonable assumptions and foreseeable…

Published

Last Updated: 18 Jul 2024

IEEE 2801-2022

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

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Healthcare and medicine - Health informatics AI-specific Data collection Data management

Data quality Process, management and governance

Promoted in this recommended practice are quality management activities for datasets used for artificial intelligence medical devices (AIMD). The document…

Published

Last Updated: 18 Jul 2024

IEEE 2755.2-2020

IEEE Recommended Practice for Implementation and Management Methodology for Software-Based Intelligent Process Automation

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General business applications AI-specific Organisational governance Project management

Skills and readiness Process, management and governance

Provided in this recommended practice is a comprehensive methodology for technology domain exploration, development of strategy, technology evaluation, implementation, management,…

Published

Last Updated: 18 Jul 2024

IEEE 1232.3

IEEE Guide for the Use of Artificial Intelligence Exchange and Service Tie to All Test Environments (AI-ESTATE)

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Horizontal AI-specific Interoperability Process, management and governance See more

Guidance to developers of IEEE Std 1232-conformant applications is provided in this guide. A simple doorbell is used as an…

Published

Last Updated: 18 Jul 2024

IEEE 2755.1-2019

IEEE Guide for Taxonomy for Intelligent Process Automation Product Features and Functionality

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Horizontal AI-specific System architecture Foundational and terminology See more

Utilizing terminology as established in IEEE Std 2755-2017, defined and classified in this guide are approximately 150 features and functions…

Published

Last Updated: 18 Jul 2024

IEEE 7010-2020

IEEE Recommended Practice for Assessing the Impact of Autonomous and Intelligent Systems on Human Well-Being

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Horizontal AI-specific Accuracy and performance Human rights

Risk management System lifecycle Measurement and test methods

New IEEE Standard – Active. The impact of artificial intelligence or autonomous and intelligent systems (A/IS) on humans is measured…

Published

Last Updated: 19 Jul 2024

IEEE 2841-2022

IEEE Recommended Practice for Framework and Process for Deep Learning Evaluation

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Horizontal AI-specific System quality Measurement and test methods

Process, management and governance

The recommendations on evaluating and improving algorithm reliability for shortening the development cycle of deep learning algorithm and improving the…

Published

Last Updated: 18 Jul 2024

IEEE 7007-2021

IEEE Ontological Standard for Ethically Driven Robotics and Automation Systems

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Horizontal AI-enabling Stakeholder engagement and communication System quality

Robotics and autonomous systems Foundational and terminology

A set of ontologies with different abstraction levels that contain concepts, definitions, axioms, and use cases that assist in the…

Published

Last Updated: 19 Jul 2024

IEEE 3652.1-2020

IEEE Guide for Architectural Framework and Application of Federated Machine Learning

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Horizontal AI-specific Accuracy and performance Data collection

Data management Data processing Data protection Data sharing Privacy Security and resilience System architecture Foundational and terminology Measurement and test methods Process, management and governance Product and performance requirements

New IEEE Standard – Active. Federated machine learning defines a machine learning framework that allows a collective model to be…

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

P2817

Guide for Verification of Autonomous Systems

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Horizontal AI-specific Accuracy and performance Documentation

Risk management Safety System quality Robotics and autonomous systems Measurement and test methods Process, management and governance

This Guide for Verification of Autonomous Systems enables the user to define a customized process for verification of their autonomous…

Pre-draft

Last Updated: 18 Jul 2024

Content Type

IEEE Standard for Assumptions in Safety-Related Models for Automated Driving Systems

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

IEEE Recommended Practice for Implementation and Management Methodology for Software-Based Intelligent Process Automation

IEEE Guide for the Use of Artificial Intelligence Exchange and Service Tie to All Test Environments (AI-ESTATE)

IEEE Guide for Taxonomy for Intelligent Process Automation Product Features and Functionality

IEEE Recommended Practice for Assessing the Impact of Autonomous and Intelligent Systems on Human Well-Being

IEEE Recommended Practice for Framework and Process for Deep Learning Evaluation

IEEE Ontological Standard for Ethically Driven Robotics and Automation Systems

Guidelines for Developing Trustworthy Artificial Intelligence Systems

Guide for Verification of Autonomous Systems

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