Transparency CRAGE Practice Questions (Page 4)

Questions 16–20

1. 16foundation · easy

   In the context of AI governance, what is the primary purpose of transparency?

   • ATo protect the proprietary algorithms used in AI systems from being copied
   • BTo provide stakeholders with clear insight into how an AI system operates and makes decisions, thereby fostering trust and enabling accountability
   • CTo maximize the speed and efficiency of AI model training
   • DTo ensure that AI systems are always correct in their predictions
   Reveal Solution Discussion Select an answer first
2. 17application · medium

   A bank uses a complex ensemble model for credit approval. Regulators ask for a human-understandable explanation of why a specific applicant was denied. The bank's data science team provides a simplified approximation of the model's decision for that applicant. Which concept does this approach best illustrate?

   • AModel documentation
   • BInterpretability
   • CExplainability
   • DAlgorithmic impact assessment
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   An EU-based e-commerce company uses an AI system to personalize product recommendations. The company wants to comply with GDPR requirements related to automated decision-making. Which transparency practice is most directly required by GDPR?

   • AObtaining explicit consent for all data processing activities
   • BPublishing the model's source code on a public repository
   • CProviding meaningful information about the logic involved in the automated decision-making
   • DConducting a data protection impact assessment (DPIA) for every AI system
   Reveal Solution Discussion Select an answer first
5. 19foundation · easy

   How does logging contribute to AI transparency?

   • ABy providing a record of system inputs, outputs, and decisions that can be reviewed later
   • BBy making the AI model run faster
   • CBy automatically correcting errors in the AI model
   • DBy reducing the amount of data needed for training
   Reveal Solution Discussion Select an answer first
6. 20expert · hard

   A company is updating an AI system that has been in production for two years. The update changes the model's architecture and training data. The compliance team requires that the system's transparency documentation be kept up to date. What is the most appropriate action?

   • AKeep the original documentation because the system's purpose has not changed
   • BCreate a new model card but leave all other documentation unchanged
   • CUpdate the model documentation, logging, and disclosure materials to reflect the new architecture and data
   • DOnly update the logging system, since that is what regulators will inspect
   Reveal Solution Discussion Select an answer first