A critical analysis argues that attributing human-like traits to Large Language Models is a category error. The author compares these claims to attributing consciousness to Age of Empires II based on its complex rules. This perspective suggests that emergent behaviors are mere statistical patterns. Practitioners should treat model "reasoning" as sophisticated pattern matching.