Suppose you have a pile of savings to invest. You could put everything in one stock, but that’s a wild gamble. You could spread it across many assets, but how much in each? And what if your predictions are wrong? Portfolio optimization gives us a disciplined way to make that choice — not by guessing, but by balancing the reward you hope for against the risks you face, even when the future is uncertain.