[gamblor956]

A lot of programmers that say that LLMs are awesome tend to be inexperienced, not good programmers, or just gloss over the significant amount of extra work that using LLMs requires.

Programmers tend to overestimate their knowledge of non-programming domains, so the OP is probably just not understanding that there are serious issues with the LLM's output for complicated subject matters like insurance.