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The article critiques the current AI mania in enterprises, where skyrocketing costs often outweigh ROI due to inefficient usage like token maxing. It advocates for a dual focus on organizational fluency and algorithmic cost mitigation, such as Observation Masking, to transform AI from a capital burner into a value creator.