When I first started Tim, I noticed the same thing with thicker wood. I finally discovered I was pushing the blade too much and not letting the blade do the cutting; especially on curves. So, I increased my speed and used a larger blade and slowed down my feed rate and on my turns, made sure I was not pulling or pushing the wood. And as Russ has already stated, I made sure the blade was square to the table. The simplest way to check is take a piece of a 2" x 4" and saw about a 1/4" deep cut on one side and then turn the wood around to the back of the blade and see if the blade aligns with the cut. If not, then you will need to adjust your table or your blade holders accordingly, depending on your brand of saw. I have an Excalibur and usually I just need to adjust my set screws in my blade holders.
Tony,aka,Toneman