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Artificial General Intelligence (AGI) refers to the capability of an artificial intelligence system to perform cognitive functions such as learning, reasoning, problem solving, abstraction, and transferring knowledge across different tasks at a level equivalent to human mental abilities. In this context, AGI represents a stage of artificial intelligence that goes beyond current narrow AI systems, aiming to develop systems exhibiting the general-purpose cognitive flexibility and adaptability char