Sometimes new information results in minor changes to a theory. But sometimes new information results in a theory being discarded as incorrect. An example of an incorrect theory that was disproved by the discovery of new information is Ptolemy’s theory of the solar system.
the original cell theory.
the germ theory.
plate tectonic theory.