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Artificial intelligence (AI) is revolutionizing the solar industry by optimizing the development of perovskite solar cells. Through machine learning (ML) techniques, AI is able to predict solutions that improve the efficiency and longevity of these cells. This has led to the discovery of new interface materials and surface passivation techniques, as well as AI-derived encapsulant materials that enhance the performance of perovskite solar cells.