The whole process is based on realizing that our past assumptions were wrong.

Well… or simply improving the understanding. AFAIK good science doesn’t actually assert “rightness” or “wrongness;” rather, it proposes ‘this theory seems the best working fit,’ with the understanding and open-endedness that it can always be improved, tweaked, or even completely replaced by a better theory.