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In this month's LCGC Blog, Caitlin Cain from the University of Virginia examines whether technological advances in chromatography—particularly the adoption of big data, artificial intelligence (AI), and machine learning (ML)—are reducing the emphasis on the fundamental chromatographic theory that is key to understanding the technique.