In science, progress is possible. In fact, if one believes in Bayes' theorem, scientific progress is inevitable as predictions are made and as beliefs are tested and refined.
Under Bayes' theorem, no theory is perfect. Rather, it is a work in progress, always subject to further refinement and testing.