Here's another experiment. Eat 500 calories of 50% fat, 50% sugar. For example, ice cream. You'll feel much hungrier than both a fat and sugar only diet. It's fat and sugar combined that cause obesity problems.
Here's another experiment - take 300 million people, tell them to eat primarily carbohydrates and limit their fats. Observe the trend for 30 years.