And yes, philosophy must be done carefully. Poorly stated a priori assumptions cause almost as many problems as failure to have the same definition of terms. But let's not dismiss metaphysics out of hand because it's lacking of physical proof.

The key elements in human thinking are not numbers but labels of fuzzy sets. -- L. Zadeh

Which explains a lot.