Model Cards Make Go/No-Go Discussable

A model card turns private training knowledge into public deployment guidance. What The Card Carries A useful deployment card names the model, version, owner, intended use, users, training and evaluation data, metrics, slice performance, limitations, caveats, and monitoring recommendations. The key is not volume; it is decision relevance. The card should help someone decide whether to launch, reuse, pause, monitor, or ask for another evaluation. Why It Works Deployment increases distance between builder and user. Without a card, people infer model boundaries from file names, dashboard labels, or hallway memory. That is how a model trained for one population quietly…

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