Google Cloud Generative AI Leader — Question 20

An organization is collecting data to train a generative AI model for customer service. They want to ensure security throughout the ML lifecycle. What is a critical consideration at this stage?

Answer options

• A. Applying the latest software patches to the AI model on a regular basis.
• B. Monitoring the AI model’s performance for unexpected outputs and potential errors.
• C. Establishing ethical guidelines for AI model responses to ensure fairness and avoid harm.
• D. Implementing access controls and protecting sensitive information within the training data.

Correct answer: D

Explanation

The correct answer is D because protecting sensitive information and implementing access controls are crucial for maintaining data security during the AI model training process. While the other options address important aspects of AI development, they do not specifically focus on security concerns related to the training data.