Model Card Red Flags
Recognize model-card gaps that should block or scope a sensitive AI deployment.
mixed-card-deck red-flag-list compare-card Intended use Red flag: the model card says "general prioritization." What do you ask? Ask what decisions it was evaluated to support and which uses are explicitly out of scope. A vague intended use invites deployment in contexts the model was never tested for. Aggregate vs subgroup Which evidence is stronger for bias review? Ask for both, but do not accept aggregate performance as a fairness claim. Objection We do not have subgroup results because customers did not request them. The model will be used in a multilingual customer workflow. Your line Our deployment includes those groups,…
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