It reminds me of something I read about the search for what we would now call "violations of conservation of energy". Scientists kept coming up with more experiments to try to show this phenomenon, but none of them worked. Eventually they were forced to conclude that that's just the way it is:
Finally, after an enormous effort being able to tell your manager that the error is in the space-time of the universe.