Which of the following properties is essential to artificial intelligence (AI)?
Artificial intelligence is fundamentally characterized by the capacity to reason — that is, to apply logic and inference to information in order to make decisions or solve problems, mimicking human cognitive processes. This distinguishes AI from machine learning, which is a subset of AI defined by its ability to learn from data; not all AI systems (e.g., rule-based expert systems) learn, but all AI systems are built around reasoning capabilities. Prediction is typically an output or application of a trained model rather than a core defining property of AI itself.
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