Responsible Practices and Governance Standards AIE Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   What is the primary purpose of an AI governance framework?

   • ATo replace human decision-making with automated AI systems.
   • BTo provide a structured approach for ensuring AI systems are developed and used responsibly.
   • CTo ensure that AI systems are as complex and advanced as possible.
   • DTo maximize the performance of AI models on benchmark datasets.
   Reveal Solution Discussion Select an answer first
2. 2expert · hard

   A city is deploying an AI system to prioritize which neighborhoods receive streetlight maintenance. The model uses historical service requests, crime reports, and demographic data. Early testing shows the model prioritizes wealthier neighborhoods because they submit more service requests. The city wants to ensure equitable service distribution. Which approach best balances fairness and practical constraints?

   • AAllocate maintenance equally across all neighborhoods regardless of the model's output.
   • BRemove all demographic data from the model to ensure it is colorblind.
   • CAdjust the model to incorporate a needs-based weighting that accounts for under-reporting in lower-income areas.
   • DUse only crime reports as the input to avoid the influence of service request volume.
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   A healthcare provider uses an AI system to assist doctors in diagnosing skin conditions from images. The system sometimes recommends a biopsy. Doctors are required to explain to patients why a biopsy is recommended. The AI system is a deep neural network that provides no explanation. What should the provider do to meet transparency and explainability requirements?

   • ATell patients that the AI system is highly accurate and that the recommendation should be trusted.
   • BReplace the deep neural network with a simple decision tree that is fully interpretable.
   • CIntegrate an explainability tool that highlights image regions influencing the model's decision, and train doctors to interpret these explanations.
   • DKeep the AI system as-is and have doctors make the final decision without explaining the AI's role.
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A technology company is developing an AI system that will be sold to customers in the European Union. The system performs automated decision-making that could significantly affect individuals, such as credit scoring. The company wants to ensure compliance with the EU AI Act and GDPR. Which practice is essential?

   • AConduct a conformity assessment and provide clear information to users about the system's logic and the right to human review.
   • BUse a third-party certification body to certify the system and consider that sufficient for all legal obligations.
   • CEnsure the system is technically robust and ignore transparency requirements because the system is accurate.
   • DRegister the system with the EU Commission and wait for approval before selling.
   Reveal Solution Discussion Select an answer first
6. 5application · medium

   A technology company is developing an AI system for hiring. The company operates in the EU and plans to use the system to screen job applicants. The legal team wants to ensure compliance with the EU AI Act. Which practice aligns with the AI Act's requirements for high-risk AI systems?

   • AEnsure the AI system is fully automated with no human oversight to maximize efficiency.
   • BEstablish a risk management system that includes continuous monitoring and documentation of the AI system's performance.
   • CConduct a one-time ethical review before deployment and then make no further changes.
   • DUse only publicly available data for training to avoid privacy issues.
   Reveal Solution Discussion Select an answer first