A model card summarizing intended use: Which readiness artifact directly addresses the standardized summary
A model card is the standardized readiness summary of intended use, performance, and limitations required to prepare a system for release.
The question
A team is preparing a high-risk AI system for production and must show intended purpose, performance characteristics, limitations, and evaluation results in a concise, standardized form for reviewers and downstream users. The release gate also requires evidence that applicable conformity requirements are satisfied. Which readiness artifact directly addresses the standardized summary requirement?
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- A model card summarizing intended use, performance, limitations, and evaluation, prepared as part of release readiness. ✓Correct because III.C.1 names creating the model card and satisfying conformity requirements as core release-readiness activities.
- A data provenance ledger tracing each training record back to its source, license, and collection date for lineage review.Plausible but wrong: provenance/lineage (III.B.2) is a data-governance artifact, not the standardized release summary of model behavior.
- An incident response runbook defining severity tiers and escalation paths for failures observed after the system goes live.Almost right because it is release-adjacent, but a runbook supports post-release incident handling rather than the readiness summary.
- A retraining schedule specifying the cadence and triggers for refreshing the model once drift appears in production.Plausible but wrong: a retraining schedule is a maintenance control (III.C.2), not the standardized pre-release summary of the model.
The trap
Confusing data-lineage or maintenance artifacts with the release-readiness model card. How to remember it
A model card is the standardized readiness summary of intended use, performance, and limitations required to prepare a system for release.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.
