For many years, physicists have observed that randomly growing surfaces (such as, say, occur in deposition of particles or spread of fires) are less "rough'' than one might expect. Mathematically, this has been difficult to explain. Recently, some simple models with connections to explicitly solvable models in statistical physics were the first to yield rigorous methods. The talk will be an introduction to random growth models, with an emphasis on recent fluctuation results.