Actually, most TIM (Thermal Interface Material) does dry out over time. I wouldn't bother changing it unless your temps were too high.
Check this stuff
out, it's made from diamond powder. It is a little sticky so it needs to be applied with a single edge razor blade.
Not too expensive either. IC Diamond 7 Carat Thermal Compound - 1.5 gram