spin 1/2, noise, heat bath, open systems, stochastic differential equations, Ornstein-Uhlenbeck process, transition times, transition probabilities, spectral gap, diffusions on Lie groups, Stroock-Varadhan theorem, averaging, renewal equations, Laplace transforms.