A multinational company deploys an AI recruiting tool that screens job applicants. The EU's AI Act requires that applicants be informed when they are interacting with an AI system. Which action most directly satisfies this regulatory transparency requirement?

Obtaining consent from applicants to use AI in the screening process

Adding a clear notice on the application portal stating that an AI system is used to screen applications

Publishing the AI system's technical documentation on the company's internal wiki

Providing a detailed explanation of the AI model's architecture to each applicant upon request

A healthcare organization deploys an AI system that recommends patient treatment plans. The compliance team needs to demonstrate to regulators that the system's decisions can be traced back to specific data inputs and model versions. Which transparency mechanism should the organization prioritize to meet this requirement?

Publishing a high-level model card describing the system's intended use and performance metrics

Implementing comprehensive logging that records input data, model version, and decision outputs for each prediction

Conducting a one-time external audit of the AI system before deployment

Creating a user-friendly dashboard that explains the AI's recommendations to patients in plain language

A financial institution uses an AI system to detect fraudulent transactions. The GDPR's right to explanation is invoked by a customer whose transaction was blocked. What should the institution provide to comply with the transparency requirement?

A statistical summary of the model's overall accuracy

The complete source code of the fraud detection model

A generic statement that the decision was made by an automated system

A clear explanation of the logic involved in the decision, including the main factors that led to the block

A retail company deploys a recommendation system. After six months, the marketing team notices that the recommendations seem biased toward a particular product category. What transparency practice should be in place to detect and diagnose this issue?

Publishing the model's source code on the company's website

A one-time model validation report created before deployment

A user survey asking customers if they are satisfied with recommendations

Continuous monitoring and logging of the system's recommendations and outcomes

EC-CouncilCertified Responsible AI Governance and Ethics

Domain 5Objective 4

Transparency CRAGE Practice Questions (Page 9)

Part of the AI Security Architecture, Privacy, and Trust domain, which makes up ~19% of our current practice bank.

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Questions 41–45

41application · medium
A multinational company deploys an AI recruiting tool that screens job applicants. The EU's AI Act requires that applicants be informed when they are interacting with an AI system. Which action most directly satisfies this regulatory transparency requirement?
Select an answer first
42application · medium
A healthcare organization deploys an AI system that recommends patient treatment plans. The compliance team needs to demonstrate to regulators that the system's decisions can be traced back to specific data inputs and model versions. Which transparency mechanism should the organization prioritize to meet this requirement?
Select an answer first
43application · medium
A financial institution uses an AI system to detect fraudulent transactions. The GDPR's right to explanation is invoked by a customer whose transaction was blocked. What should the institution provide to comply with the transparency requirement?
Select an answer first
44application · medium
A retail company deploys a recommendation system. After six months, the marketing team notices that the recommendations seem biased toward a particular product category. What transparency practice should be in place to detect and diagnose this issue?
Select an answer first
45application · easy
A software company is developing an AI-based resume screening tool. During the design phase, the team creates a model card that documents the intended use, performance metrics, and known limitations. Which AI lifecycle stage does this activity primarily support?
Select an answer first

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Transparency CRAGE Practice Questions (Page 9)

Questions 41–45

A multinational company deploys an AI recruiting tool that screens job applicants. The EU's AI Act requires that applicants be informed when they are interacting with an AI system. Which action most directly satisfies this regulatory transparency requirement?

A financial institution uses an AI system to detect fraudulent transactions. The GDPR's right to explanation is invoked by a customer whose transaction was blocked. What should the institution provide to comply with the transparency requirement?

A retail company deploys a recommendation system. After six months, the marketing team notices that the recommendations seem biased toward a particular product category. What transparency practice should be in place to detect and diagnose this issue?

A software company is developing an AI-based resume screening tool. During the design phase, the team creates a model card that documents the intended use, performance metrics, and known limitations. Which AI lifecycle stage does this activity primarily support?

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