this issue is taken up in
Plato's Parmenides, the section in which Parmenides illustrates the inevitable contradictions arising from the dialectical process.
and Buddhist logic also deals with it, under the topic of the limits of cognition.
the emptiness of concepts and systems. scientists are herded away from philosophy, too dangerous. that's why these troubles persist.
in early days, scientists were philosophers also.