Free CompTIA AI-Essentials Exam Questions

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?

A financial services company is developing an AI-powered credit scoring system. The model needs to classify customers into low-risk, medium-risk, and high-risk categories based on historical financial data. Which type of AI learning should be used?

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 healthcare AI model trained on adult patient data performs poorly when deployed in pediatric clinics. What fundamental issue does this scenario reveal?

A social media company wants to deploy a content moderation AI system. Before implementation, the company thoroughly identifies potential societal and reputational risks associated with false positives and censorship. What best describes this approach?