bias profile
A documentation tool requiring teams to record all bias considerations throughout a system's lifecycle.
Definitions (2)
The bias profile is a crucial documentation tool emphasized by IEEE 7003-2024, requiring teams to record all considerations regarding bias throughout the system's lifecycle. This profile provides improved traceability and auditability for decisions made from data selection to model output, ensuring continuous monitoring and accountability.
The bias profile is a central element introduced by the standard, serving as a comprehensive information repository that documents all considerations regarding bias throughout an AI system's lifecycle. This profile tracks decisions related to bias identification, risk assessments, and mitigation strategies, ensuring transparency and accountability.