Compliance
uitlegbaarheid (explainability)
Ability to explain model purpose, inputs and decision logic.
Definition
A requirement to document and—where appropriate—provide understandable explanations of model purpose, inputs, decision logic, and limitations to affected individuals and oversight bodies to support transparency, contestability and legal protection.
Related Terms
Explainability/interpretability
Extent to which a model's operation and outputs can be meaningfully described....
Algorithmic Explainability
Ability to understand how an AI system reaches decisions....
Transparency measures
Documentation and registries enabling visibility of AI systems....
Explicability
Making AI outputs interpretable to stakeholders....
Explicability of AI
Requirement that AI decisions can be interpreted and explained....