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How can data-driven molecular screening, autonomous experimentation, and early-cycle machine learning work together to accelerate the discovery and validation of next-generation electrolytes for longer-lasting lithium batteries? Jongwoo Lim, Associate Professor of Chemistry at Seoul National University, explores this question and shares insights from his research.