this suggests that i should expect that dara coming out of SQL is likely to be wrong, since lots of people writing it dont have the deep knowledge, and its very hard to verify correctness of the results since there is limited to no ground truth.

if i already expect it to be making at least some of a mess, why not have AI as part of the setup?