Can flat spots on tires just happen?

I did have a tire develop a flat spot, just last Summer ('99 Escort). It did have the tell-tale (small) thump that led me to keep taking it back to the trusted independent mechanic. The flat spot was just about invisible, and hard to detect by touch, but when the tire was replaced the thump went away.