This has been the winning strategy so far, as using the map (theoretical model) leads to excellent agreement with experiment, while the territory (ground level reality) steadfastly defies common sense interpretation.
The problem with QM isn't that it isn't predictive, but that people in the field often seem incredibly sure of fundamental nuances of reality that have never been experimentally tested.