“Just”
This would be like saying “it’s just that we haven’t proven P!=NP” in CS. Best of luck.
Meanwhile applied people will deal with the problem by model diagnostics and sensitivity analysis as has been done for decades. I can’t wait for the next AI winter to come. So tired of this handwaving by people who don’t seem to have practical experience.