It just makes the case stronger and allows for higher PSI rating.
Higher PSI = lower rolling resistance.
Lower rolling resistance = less work for YOU!
Also, the higher the PSI the less likely you are to get certain types of flats. (I.E. pinch flats, but I find I get less puncture flats with a higher pressure tire as well)