Putting aside the fact that a lot of progress in history (herbs and medicines) have been found exactly this way, through trial and error and some 'mystic' guess work.
I don't think we are close to understanding the brain either.
And a lot more and focused progress have been made by people that study the subjects extensively, and try "things" and scientifically measure the impact.
I don't think we are close to understanding the brain either.