Neal delivers. I recently learned that viruses are not considered living being, but I'm nevertheless happy they're included here because they're both relevant and interesting in this context.
Viruses are to life as LLMs are to reasoning: they often behave like their category expects but not for the same reasons as the genuine article.
as a former virologist, I love the thought that LLMs are the virus of reasoning :)