This document addresses bias in relation to AI systems, especially with regards to AI-aided decision-making. Measurement techniques and methods for assessing bias are described, with the aim to address and treat bias-related vulnerabilities. All AI system lifecycle phases are in scope, including but not limited to data collection, training, continual learning, design, testing, evaluation and use.

  • Technical report
    48 pages
    English language
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Frequently Asked Questions

CEN/CLC/JTC 21/WG 3 is a Working Group within CLC. It is named "Engineering aspects" and is responsible for: This WG deals with technical aspects of engineering for AI This committee has published 9 standards.

CEN/CLC/JTC 21/WG 3 develops CLC standards in the area of Information technology. The scope of work includes: This WG deals with technical aspects of engineering for AI Currently, there are 9 published standards from this working group.

CLC is a standardization organization that develops and publishes standards to support industry, commerce, and regulatory requirements.

A Working Group in CLC is a specialized group responsible for developing standards or technical work within a defined scope. These bodies bring together international experts to create consensus-based standards that support global trade, safety, and interoperability.