Compliance
model transparency
Clarity about a model's operation, inputs, outputs and limitations.
Definition
The degree to which an AI model's structure, decision logic, key inputs/outputs, assumptions and limitations are documented and made explainable to relevant stakeholders to enable understanding, auditability and informed use while balancing legitimate IP or security concerns.
Related Terms
Transparency
Providing understandable information about AI systems....
Algorithmic Explainability
Ability to understand how an AI system reaches decisions....
Explicability
Making AI outputs interpretable to stakeholders....
Transparency and Explainability (OECD)
Commitment to openness about AI capabilities and limitations....
Trustworthy/Explainable AI
AI designed to protect privacy, transparency and rights....