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Metabolic confusion — deliberately varying calorie intake to prevent metabolic adaptation — has a plausible theoretical basis but limited direct clinical evidence. This article examines what metabolic adaptation actually is, whether calorie cycling addresses it, and how the evidence compares to simpler approaches.