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 warns researchers against anthropomorphizing statistical patterns. It urges a return to rigorous, non-metaphorical evaluations of model behavior.