For decades, fat has been blamed for everything from heart disease to obesity to cancer. But new research shows that fat can be good for you. A study published in the Annals of Internal Medicine finds that after a year on their respective diets, study participants following a low-carb regimen had lost significantly more weight than their low-fat counterparts.