It is really interesting because I have been using LLMs a lot for reading legalese documents. At least in the realm of Legal matters we already have this dynamic of "people make overly wordy and bloated LAWYER generated content and other people try to use LAWYERS to compress it back into useful pellet"
So at least for legal documents this LLM craze is a big improvement! It is much harder to out-spend other people on LAWYER stuff now.
I’ve wondered from time to time if we could replace some of the wordiness of laws and legal documents with bullet lists. For example, a trial about some interpretation of a word in a law could be contributed back to the law as a bullet point that says, “this also applies if …”.
Obligatory warning: a lot of what seems like bloat in legal documents is there for a reason and has a specific purpose that your LLM isn't guaranteed to be able to handle. Sure, some lawyers add bloat just for the sake of it, but in many cases the text is there because it changes or clarifies the meaning of the surrounding document in a way that matters in court.
An LLM can probably help you understand the document if you're using it side by side with the real thing, but in this context it sounds more like you're using it to summarize.
I have been using it to ask questions about the document. For example I throw the document at the LLM and ask something and ask it to quote the original text. Then I ctrl+f the original text for the quote just to make sure the LLM is right.
And in other cases the text is there because it has been used in other legal documents, and might not be needed for this document, but those documents were good and it doesn't cost anything to put that text in so we should keep using it.
So at least for legal documents this LLM craze is a big improvement! It is much harder to out-spend other people on LAWYER stuff now.