Thanks, I'll continue to experiment!

I've used LLMs for some very small coding and math tasks, and I've found it much easier to work with on "formal" types of problems.

But for my consulting and legal work, which is "fuzzier," I struggle more with verification. I feel like I have to verify every single fact/premise in the LLM's output (this problem doesn't seem as big with coding?), as well as every single logical conclusion. Plus, even with explicit instructions I feel like the LLM is not great at anticipating what certain audiences will be interested in or find compelling.

Compared to the black-and-white nature of a computer program, all the components of a legal memorandum (premises, logical structure, conclusions, etc) seem so much fuzzier and require so much specific and accumulated context to apply reliably.