Understanding LLMs require a few pieces of knowledge that are not very common in the industry, not only ML stuff, but I think that having worked in the past with NLP helps a lot.
I fucked around with dissociate press 30 years ago just to see what would happen if you fed it a combination of random chapters from Alice in Wonderland and the book of Revelations. This hardly represents insider knowledge.