What is a Model Card?
A model card is structured documentation that accompanies a trained model and describes intended use, evaluation context, performance characteristics, and limitations. The original proposal promotes transparent reporting so users can judge whether a model suits a context. It is a documentation and governance artifact, not a penetration test, security assurance report, or certification.
Model card ai governance should be assessed in the context of the system, data flows, identities, integrations, and decision consequences. A precise boundary helps owners evaluate the exposure without overstating what one control can achieve.
What is a Model Card used for?
Teams use model cards to inform procurement, deployment, risk assessment, and change management. Extend the baseline with provider and model version, data handling, tool access, approval status, owners, evaluation, failure modes, and review dates. Its value depends on accuracy and maintenance. Vendor documentation is not independent proof that a model is secure or appropriate for every use case.
