To document the model's intended use: What is the primary purpose of a model card at release?
A model card documents a model's intended use, performance, limitations, and evaluation conditions so downstream users can rely on it responsibly.
The question
Before releasing an AI system into production, a team prepares a model card. What is the primary purpose of a model card at release?
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- To document the model's intended use, performance, limitations, and evaluation conditions for those who will rely on it downstream. ✓Correct: a model card communicates intended use, measured performance, and limitations so users can rely on the model appropriately.
- To serve as the marketing brochure that highlights the model's strengths for prospective customers and business partners.Plausible because it is shared, but a model card documents use and limits rather than promoting strengths.
- To store the model's trained weights and full architecture so that the system can be redeployed to another environment at a later time.Plausible as release-time material, but weights and architecture are artifacts, not the model card's descriptive content.
- To record end-user support tickets so the operations team can track and triage incidents after the system goes live.Plausible as post-release governance, but ticket tracking is an incident process, not a model card.
The trap
Treating a model card as marketing material or as storage for weights rather than a disclosure of intended use and limitations. How to remember it
A model card documents a model's intended use, performance, limitations, and evaluation conditions so downstream users can rely on it responsibly.
How many of these would you get right?
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