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AI has emerged as a powerful tool for improving matching processes in various domains such as e-commerce, entertainment, education and health care. AI can leverage large amounts of data, sophisticated algorithms and machine learning techniques to analyze, predict and optimize the preferences and behaviors of users and items. AI can also provide interactive, adaptive and transparent feedback to users and items to facilitate their decision making and satisfaction.