My hunch is it's a combination of
* coming in with a bias of not wanting it to work
* having too high of an expectation
* giving up too early
* not trying SOTA models
* not taking the effort to communicate intuitive or painfully obvious things
But perhaps it is too dumb to solve the type of problems you guys are working on and no amount of cajoling will help. All I know is "it works for me."