Technical
Explainability/interpretability
Extent to which a model's operation and outputs can be meaningfully described.
Definition
The extent to which a model's operation and outputs can be meaningfully described to editors, subjects and the public, enabling plain-language explanations of model roles, limitations and uncertainties to support editorial decisions and public-interest assessments.
Related Terms
Explicability
Making AI outputs interpretable to stakeholders....
Interpretability
Degree to which humans can understand AI decisions....
uitlegbaarheid (explainability)
Ability to explain model purpose, inputs and decision logic....
model transparency
Clarity about a model's operation, inputs, outputs and limitations....
Algorithmic Explainability
Ability to understand how an AI system reaches decisions....