In this talk, I am going to outline the recent history of the theory of early-warning signs for differential equations with a focus on stochastic dynamics near bifurcations. A particular emphasis will be put on the intertwining of the development of this theory with the simultaneous surge of interest in understanding applied geophysical systems and their tipping points.