Can large lan­guage models (LLMs) such as ChatGPT simu­late human respond­ents suf­fi­ci­ently well? A clo­ser look at the mea­ning and func­tion of natu­ral lan­guage in humans and machi­nes can pro­vide an ans­wer to this question.