Like private insurance, Medicare spreads its costs across a pool of insured people. Late-enrollment penalties are meant to ensure that people join the risk pool when they’re healthy, not just when they get sick. Thus, premiums paid by healthy people help offset the costs of those with illnesses, keeping the program’s overall expenses as low as possible for everyone.