
EC-CouncilCertified Responsible AI Governance and Ethics
Domain 1Objective 3
Ethics Frameworks CRAGE Practice Questions (Page 2)
Part of the AI Foundations and Responsible AI Principles domain, which makes up ~15% of our current practice bank.
24questions here
5free pages
3concepts
Questions 6–10
- 6
Which ethical framework primarily evaluates the morality of an action based on its outcomes, aiming to produce the greatest good for the greatest number?
Select an answer first - 7
A multinational corporation is deploying an AI system for employee performance evaluation. The system is designed to maximize productivity, but it has been shown to penalize employees who take parental leave. The legal team warns that the system violates employment laws in several countries. The CEO argues that the system should be kept because it increases overall profitability, which benefits all employees through job security. Which ethical framework does the CEO's argument reflect, and what is its primary weakness in this context?
Select an answer first - 8
A financial institution is deploying an AI system to approve or deny loan applications. The system is trained on historical data that reflects past discriminatory lending practices. The compliance team must choose an ethical framework to guide the system's governance. They need a framework that emphasizes the inherent right to fair treatment regardless of the system's overall approval rate or economic outcomes. Which framework best aligns with this requirement?
Select an answer first - 9
A social media platform's AI content moderation system is being redesigned. The current system removes harmful content quickly but also suppresses legitimate speech. The new design would slow down removal to reduce false positives. A policy analyst argues that the platform should adopt the new design because it 'reflects the kind of company we want to be—one that values free expression and fairness.' Which ethical framework does this argument most closely reflect?
Select an answer first - 10
A tech company is developing an AI system that predicts employee performance. The system uses a model that is highly accurate overall but has a higher error rate for employees from certain demographic groups. The company must decide whether to deploy the system. A manager argues that the system's overall accuracy is what matters, and the errors are acceptable because the system benefits the majority. Which ethical framework does the manager's argument most closely reflect?
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