Free CompTIA AI-Essentials Exam Questions

A startup adds differentially private noise to model gradients before sending them to a central server during federated learning. What specific threat is this technique defending against?

A financial analytics platform scales up its AI-powered forecasting service. As customer onboarding accelerates, the system experiences a spike in latency and response failures. What type of adoption issue does this illustrate?

A financial institution wants to automate the approval of mortgage applications based on applicant income, credit score, and loan amount. The system needs to classify each application as "Approved," "Pending Review," or "Rejected." Which AI model should be used?

An attacker sends carefully crafted queries to a language model with the goal of reconstructing the training dataset, including sensitive records. Which threat does this represent?

An AI chatbot is designed without sanitizing user inputs before sending them to an intent classification model. What risk does this pose to the system?