Generative AI Leader Practice Question: An AI research lab wants to publish a model card…

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

• ✗

  The exact architecture and hyperparameters used

  Why it's wrong here

  Model cards summarise intended use, limitations, evaluation data and fairness metrics; exact architecture and hyperparameters are engineering artefacts, not responsible-AI disclosures. It is tempting because reproducibility benefits from such detail, and technical reports do publish it, but the model card's purpose is transparency about behaviour and risk, not implementation specification.

• ✓

  The intended use, performance metrics, and known limitations

  Why this is correct

  Intended use, performance metrics and known limitations form the core of Google's model card framework, satisfying the stem's requirement for essential responsible-AI disclosure. These three sections address the model's purpose, measured behaviour and boundaries, letting downstream users judge suitability and risk before deployment.

• ✗

  A list of all training hardware and software versions

  Why it's wrong here

  Hardware and software versions are reproducibility details, not the responsible-AI content Google's model card guidance requires. Model cards must document intended use, limitations, and evaluation results across demographic groups. Listing training infrastructure would be appropriate in a technical system card or reproducibility checklist instead.

• ✗

  The names and salaries of the development team

  Why it's wrong here

  Model cards document intended use, limitations, evaluation metrics and ethical considerations, not personnel remuneration. Publishing salary data breaches employee privacy and reveals nothing about model behaviour, bias or performance. It is tempting because team transparency and accountability matter in Responsible AI, but headcount details belong in internal project documentation, not a public model card.

Go deeper

Related to this question