AAIA 무료 덤프문제 온라인 액세스

What is the MOST important reason government organizations should provide regular AI training programs for all staff?

• A.To allow staff to understand the tools available
• B.To ensure staff are up to date on ethical considerations
• C.To minimize the cost of AI deployment
• D.To reduce learning using outdated information

Which of the following correctly summarizes the conclusions of the model card excerpt provided?
Model Card - Electrical Grid Predictive Maintenance Model
Model Information:
Description: AI model designed to predict maintenance needs for
electrical grid components, reduce unplanned downtime, and improve grid reliability.
Inputs: Real-time sensor data, historical maintenance records, and
operational logs.
Outputs: Maintenance needs predictions for 60 & 90 days.
Evaluation:
Approach: Cross-validation and validation of accuracy, precision, and
recall.
Results: Accuracy 72%; Precision 60%; Recall 95%; F1 76%

• A.The AI model correctly predicts maintenance needs 95% of the time.
• B.Grid failure is predicted to occur after 90 days.
• C.F1 indicates that the model identifies true maintenance needs 76% of the time.
• D.The electrical grid uptime is expected to be 72% of the time.

An organization is implementing an AI governance framework. Which of the following should be established FIRST?

• A.A vendor risk assessment questionnaire
• B.Clear accountability and ownership roles for AI systems
• C.A model performance dashboard
• D.An incident response runbook

An organization has introduced an AI chat system where customers can enter their preferences and the system returns the best product selections. Which of the following is the BEST way to mitigate the risk of the system providing suggestions that may upset customers?

• A.Perform testing of diverse scenarios to confirm outputs are within the acceptable range.
• B.Increase the volume of training data to ensure the data set is fair and impartial.
• C.Implement continuous monitoring of AI servers to detect anomalies in technical performance.
• D.Conduct threat analysis to identify unknown exposures.

Which of the following is the BEST approach to mitigate the risk of "AI model degradation"?

• A.Training models on both model-generated and human-generated data
• B.Increasing the use of synthetic data for model training
• C.Continuous monitoring to identify adversarial inputs
• D.Periodic human reviews of model outputs and recommendations