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The article introduces the 'X Algorithm,' a novel machine learning algorithm that aims to improve upon existing methods by incorporating techniques from various fields, including reinforcement learning, evolutionary algorithms, and game theory. The algorithm is designed to tackle complex optimization problems and has potential applications across different domains.