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Generative AI Leader Practice Question: Which Google Cloud tool allows you to document…
Which Google Cloud tool allows you to document the intended use, training data, and evaluation results of a machine learning model to promote transparency?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Model Cards
Model Cards are designed to provide transparent documentation of ML models, including intended use, training data, and evaluation results.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
PAIR Explorables
Why it's wrong here
PAIR Explorables are interactive visual essays explaining fairness, interpretability and privacy concepts, not a documentation artefact recording a specific model's intended use, training data and evaluation results. It is tempting as a PAIR-family transparency resource, but it would be correct for conceptual education rather than per-model documentation.
- ✓
Model Cards
Why this is correct
Model Cards provide a structured, standardised document recording a model's intended use, training data, evaluation results, and limitations. This satisfies the transparency requirement by giving stakeholders the context needed to understand performance and appropriate deployment boundaries.
- ✗
Datasheets for Datasets
Why it's wrong here
Datasheets for Datasets is a documentation pattern for datasets, capturing provenance, composition and collection methods, not a model's intended use and evaluation results. It is tempting because it is a transparency artefact, and it would be correct when the requirement is documenting a dataset rather than a trained model.
- ✗
People + AI Guidebook
Why it's wrong here
The People + AI Guidebook offers human-centred design guidance and patterns for building AI products, not a structured record of a model's intended use, training data and evaluation results. It is tempting as a Google transparency resource, but it would be correct during product design rather than model documentation.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This Generative AI Leader practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the Generative AI Leader exam.