ok, someone help me out please. I get a lot of things wrong a lot of the time, and I feel like this is one of those times -- this looks like we are having a NN

ok, someone help me out please. I get a lot of things wrong a lot of the time, and I feel like this is one of those times -- this looks like we are having a NN "memorize" tabular data and/or data tuples. I'm having trouble understanding how this is superior to training a language model to obtain results via SQL. In my mind, a database is kind of a busy thing. So, I suppose I can see the benefit of this for forensic work, but it seems like it wouldn't be very useful on an active database. However, I think it is more likely that I simply don't understand it than there is actually no benefit. So if anyone can help me out I'd appreciate it.