AI Ethics & Safety
Model Transparency
AI Ethics & Safety· Intermediate
Definition
The degree to which an AI model's architecture, training data, capabilities, limitations, and decision processes are documented, disclosed, and understandable to stakeholders. Ranges from full open-source transparency to commercial black-box opacity.
Enterprise Context
Required by EU AI Act for high-risk AI systems. Procurement teams increasingly require model cards, training data disclosure, and performance documentation before vendor approval.
Tags
#governance#explainability#regulation
MS
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