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This article discusses the various applications of Artificial Intelligence (AI) and Machine Learning in the field of batteries and energy storage. AI and Machine Learning can be used to make predictions about material properties, optimize charging algorithms, and make sense of complex systems. Examples of companies and universities that are embracing AI are provided, such as KoBold Metals, Stamford University, and GBatteries. While AI has the potential to accelerate development, it can take a significant amount of investment to develop AI systems.