There was an art movement called dadaism in the 20th century where poets would cut up a newspaper and randomly rearrange a selection of letters, syllables and words into verse. People where flabbergasted as to how such a random process could produce such profound statements. Language already encodes meaning and our brains are wired to read into it. I always think of this when I read how amazing language models.