Empirically confirming a hypothesis can strengthen a scientific theory, but it cannot definitively prove the theory to be true. One major reason for this limitation is that multiple plausible theories might logically imply the exact same hypothesis. When such a hypothesis is confirmed by empirical data, it provides evidence that strengthens all of those alternative theories equally, making it impossible to determine which specific theory is the correct one based on that single test.