Walk the model-card gate
Use a model-card gate to check intended use, evaluation, limitations, and monitoring before launch.
Launch review The model has a strong aggregate metric, but the team has not documented intended use, slice performance, or override paths. Without a model card, launch decisions rely on memory and optimism. Model-card gate Use -> Evaluation -> Limits -> Monitoring Model cards make model behavior inspectable. They show what the model is for, how it was tested, where it is weak, and what happens after launch. Accuracy One number approves too much A launch scope the business can defend. Do not let aggregate performance approve untested uses. 01 Use 02 Slices 03 Monitor Intended use Gate 1
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