a theme in studying random matrices from the classical groups is that haar-distributed matrices are close to gaussian matrices in many ways; one way is that linear functions of random orthogonal matrices are asymptotically normally distributed (as the dimension approaches infinity). i will discuss an infinitesimal version of stein's method, introduced by stein in 1995, which can be used to obtain a rate of convergence in this and related theorems.