Not disagreeing with you (LLMs are useful), but they're definitely not neutral. Because their dataset is "everything the companies could get their hands on", it is significanly biased towards the opinions of those who wrote and published most text.
Those models definitely contain racist & classist biases which are prevalent in the corpus of English text.