Conduct Risk Assessment(s) (e.g., Security, Safety, Ethics) PMI-CPMAI Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   In reputational risk analysis, what is the primary concern when an AI system fails or behaves unethically?

   • AThe potential loss of stakeholder confidence and brand value
   • BThe technical complexity of the failure
   • CThe financial cost of fixing the system
   • DThe number of users affected by the failure
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   An autonomous vehicle manufacturer is testing a new AI-based pedestrian detection system. During simulation testing, the system fails to detect pedestrians wearing dark clothing at night in 2% of cases. The safety team is conducting a safety impact analysis. What is the most critical next step in this analysis?

   • AIncrease the brightness of the vehicle's headlights to improve the system's ability to detect pedestrians in low-light conditions.
   • BDocument the failure mode in the system's risk register and move on to the next potential failure.
   • CQuantify the potential severity of harm to pedestrians in real-world scenarios where the system fails to detect them.
   • DImmediately recall all test vehicles and halt all further testing until the detection algorithm is improved.
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   What is the primary goal of developing risk mitigation strategies for AI systems?

   • ATo completely eliminate all risks
   • BTo transfer all risks to third parties
   • CTo reduce the likelihood and impact of identified risks
   • DTo document risks for regulatory compliance
   Reveal Solution Discussion Select an answer first
5. 9foundation · easy

   Which cybersecurity attack involves an attacker injecting malicious data into the training set to cause the AI model to behave incorrectly?

   • AAdversarial attack
   • BData poisoning
   • CModel inversion
   • DSQL injection
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   An AI system used for autonomous driving misclassifies a pedestrian as a non-obstacle in low-light conditions. What is the most direct safety impact of this failure mode?

   • ALoss of customer trust in the brand
   • BFinancial loss from software updates
   • CIncreased risk of collision with the pedestrian
   • DLegal liability for the manufacturer
   Reveal Solution Discussion Select an answer first