Rutherford's Nuclear Model revolutionized atomic theory by proposing that atoms consist of a dense, positively charged nucleus surrounded by electrons, based on the results of the gold foil experiment. This model laid the groundwork for modern atomic physics, challenging the previous plum pudding model and introducing the concept of a nuclear atom.