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?

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 telecommunications company wants to automatically categorize customer complaints into different topics using textual data. Which AI approach is best suited?

An autonomous drone adjusts its flight path in real time by receiving rewards for efficient navigation and penalties for collisions. Which learning paradigm does this exemplify?

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?