A retail company deploys an AI system to predict customer churn. After deployment, analysts collect customer feedback and retrain the model monthly based on that feedback. Which principle is primarily demonstrated?

An enterprise uses AI in its CI/CD workflow to simulate various input data scenarios and evaluate how updated ML models respond compared to the baseline model. Which two testing types are combined in this process?

A financial chatbot outputs unfiltered responses that include database field names and partial user credentials when processing debugging queries. Which two vulnerabilities are exploited?

A financial institution's AI engine classifies large sets of transaction logs to identify repeated tactics used by known fraudsters, helping analysts recognize emerging fraud methods. Which AI use case is applied?

An e-commerce platform's AI assistant has been manipulated by customers who discovered that certain user prompt patterns can extract the system's internal pricing algorithms and discount rules. Investigation shows the system prompt contained these rules for context, making them vulnerable to extraction. What fundamental system prompt security principle was violated?