Switch to unsweetened, unsalted peanut butter. It's amazing - after 2 weeks I stopped noticing the difference. The amount of sugar in most peanut butter is absurd.

Once you kick the sugar taste, oh wow do you realize its got a much more interesting and involved flavor.