A Model Card Is A Deployment Boundary
Use model-card sections to document the fairness limits of an AI model before deployment.
A model card turns vague trust into inspectable claims. What A Model Card Does The model-card framework asks teams to document model details, intended use, evaluation data, metrics, subgroup performance, limitations, ethical considerations, and recommendations. The power is not the template. The power is that claims become visible. If a model has only been tested in one geography, language, population, or workflow, the card makes that limitation harder to ignore. Why It Helps Bias Mitigation Bias often appears at the boundary between development context and deployment context. The team that built the model may have tested it on one group,…
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