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In artificial intelligence, auto-classification refers to the automatic categorization or grouping of data based on specific characteristics, features, or criteria, which occurs without human intervention. It involves using machine learning algorithms, statistical methods, or other AI techniques to analyze and classify data into predefined categories or classes.