I checked the recipe on Oprah's site and he states to replace the butter with the olive oil but he does not say how much. You could probably figure that out by taste testing, as you make them. He still does call for a splash of milk, but you could probably omit that to, if you wanted. He also adds a spig of rosemary and some sea salt. I think it sounds good, so I will try it sometime this week.