Which of the following BEST represents a combination of quantitative and qualitative metrics that can be used to comprehensively evaluate AI transparency?

1. A. AI system availability and downtime metrics
2. B. AI model complexity and accuracy metrics
3. C. AI explainability reports and bias metrics
4. D. AI ethical impact and user feedback metrics

Correct Answer: D

An AI system that supports critical processes has deviated from expected performance and is producing biased outcomes. Which of the following is the BEST course of action?

1. A. Retrain the model with a new and expanded dataset
2. B. Perform a root cause analysis to identify mitigation steps
3. C. Conduct audits of the data and the model
4. D. Activate the model kill switch

Correct Answer: B

Which of the following should be included in an AI acceptable use policy?

1. A. AI training data requirements
2. B. Data collection and storage processes
3. C. Ethical and legal compliance standards
4. D. AI monitoring requirements

Correct Answer: C

Which of the following is the BEST way to ensure an organization remains compliant with industry regulations when decommissioning an AI system used to record patient data?

1. A. Ensure backups are tested and access controls are recorded and audited to ensure compliance
2. B. Update governance policies based on lessons learned and ensure a feedback loop exists
3. C. Perform a post-destruction risk assessment to verify that there is no residual exposure of data
4. D. Ensure the certificate of destruction is received and archived in line with data retention policies

Correct Answer: D

An organization is planning to commission a third-party AI system to make decisions using sensitive data. Which of the following metrics is MOST important for the organization to consider?

1. A. Model response time
2. B. Service availability
3. C. Accessibility rating
4. D. Accuracy thresholds

Correct Answer: D