Free CompTIA AI-Essentials Exam Questions

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?

A real estate agency uses a model to estimate property prices based on features like location, square footage, and number of rooms. What type of model is being used?

An e-commerce platform's recommendation system begins suggesting inappropriate items to users. Upon inspection, analysts find the model was influenced by manipulated user profiles injected by an external source. What vulnerability is being exploited?

A healthcare provider is deploying an AI-based diagnostic tool for cancer detection. To ensure model reliability, the AI must provide confidence scores for its predictions. What AI governance approach should be applied?

A hospital deploys AI to prioritize patient treatment. Later, it is found that the AI systematically deprioritizes elderly patients regardless of actual medical urgency. What ethical concern does this situation primarily highlight?