A few conclusions:

• Eating fat doesn’t actually make us fat.  It’s the insulin cycle, triggered by eating carbohydrates. 
• The easily-digestible carbs like refined flour, soda, and potatoes are the worst offenders.
• For weight-loss, a low-carb diet is a lot more effective than a low-fat, high-carb one.