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TASK
AI reasoning is the process by which artificial intelligence systems logically derive conclusions and make informed decisions from data, rules, and prior knowledge, enabling them to move beyond simple pattern recognition to solve problems and simulate intelligent behavior. It involves systems that can 'think' by connecting information, applying rules, and performing step-by-step analyses, often using methods like deductive and inductive logic to achieve greater accuracy and adapt to complex, uncertain situations.

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