Supervision of AI Solutions (e.g., Outputs, Impacts, and Decisions) AAIA Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A city government uses an AI system to prioritize road maintenance based on predicted traffic patterns. The system was trained on data from before a major highway was rerouted. Since the reroute, the system's predictions have become less accurate, and the city is concerned about the impact on maintenance decisions. The AI operations team must decide how to respond. Which approach best addresses the situation?

   • AIncrease the model's prediction threshold to reduce the number of maintenance recommendations.
   • BContinue using the current model and manually adjust the maintenance priorities each week.
   • CConduct a full impact assessment of the reroute on the city's infrastructure before making any changes.
   • DRetrain the model using the most recent traffic data that includes the reroute.
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2. 2foundation · easy

   What is the role of a governance structure in AI supervision?

   • ATo develop the AI model's algorithms
   • BTo market the AI solution to potential customers
   • CTo define roles, responsibilities, and processes for overseeing AI solutions
   • DTo provide financial funding for AI projects
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4. 3application · medium

   A manufacturing company uses an AI system to predict equipment failures. The system has been in production for six months, and the team wants to establish a continuous monitoring mechanism to detect anomalies in the predictions. Which mechanism is most effective for this purpose?

   • AConduct a quarterly review of the model's predictions against actual equipment failures.
   • BRetrain the model every month with the latest data to prevent anomalies.
   • CRely on maintenance staff to report any predictions that seem incorrect.
   • DSet up automated alerts that trigger when the model's prediction confidence falls below a defined threshold.
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5. 4foundation · easy

   What is the primary purpose of supervising AI outputs during operations?

   • ATo ensure outputs are accurate, complete, and relevant to the intended use
   • BTo replace the need for human review of AI-generated results
   • CTo guarantee that AI outputs are always profitable for the organization
   • DTo ensure that AI outputs are stored in a secure database
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6. 5foundation · easy

   What is the main goal of conducting an impact assessment for an AI solution?

   • ATo ensure the AI model is deployed on the most powerful hardware
   • BTo determine the programming language used to build the AI model
   • CTo calculate the exact return on investment of the AI project
   • DTo identify potential and actual effects on business processes, stakeholders, and society
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