Which of the following datasets is used to tune hyperparameters?

1. A. Validation
2. B. Test
3. C. Configuration
4. D. Training

Correct Answer: A

Which of the following is the MOST important consideration for an organization that has decided to adopt AI to leverage its competitive advantage?

1. A. Develop a comprehensive strategic roadmap for AI integration
2. B. Develop a comprehensive risk management process to address AI-related issues
3. C. Develop internal training programs on AI governance, risk, and compliance (GRC)
4. D. Develop a business case for the procurement of AI monitoring tools

Correct Answer: A

A large pharmaceutical company using a new AI solution to develop treatment regimens is concerned about potential hallucinations with the introduction of real-world data. Which of the following is MOST likely to reduce this risk?

1. A. Penetration testing
2. B. Human-in-the-loop
3. C. AI impact analysis
4. D. Data asset validation

Correct Answer: B

An organization develops and implements an AI-based plug-in for users that summarizes their individual emails. Which of the following is the GREATEST risk associated with this application?

1. A. Lack of application vulnerability scanning
2. B. Data format incompatibility
3. C. Insufficient rate limiting for APIs
4. D. Inadequate controls over parameters

Correct Answer: D

An organization decides to use an anomaly-based intrusion detection system (IDS) integrated with a generative adversarial network–enabled AI tool. The integrated tool would MOST effectively detect intrusions by leveraging:

1. A. synthetic intrusion data to train the tool??s components
2. B. validation data sets to enable highly realistic AI decisions
3. C. automated rule creation to increase model performance
4. D. classified real intrusion data based on labeled data

Correct Answer: A