**AI Reasoning**: The process of deriving new information from existing data using logical rules and principles, enabling AI systems to make inferences, draw conclusions, and solve problems. It involves various types of reasoning, including deductive, inductive, and abductive, which help AI systems mimic human-like thought processes in applications like natural language processing, computer vision, and decision-making.