I was recently cooking dinner and noticed that I was running low on vegetable oil. I had olive oil in the fridge and wondered if I could substitute one for the other. It has such a special flavor, that I wonder if it would work in regular dishes. Can you substitute olive oil for vegetable oil in cooking?