Conservation of total probability gives . The two-state master equation is therefore
Solving this linear ordinary differential equation gives
The middle panel in d sketches this solution for the explicitly illustrative ratio . The curve starts at zero with slope , is increasing and concave down, and approaches the horizontal limit on time constant . Its initial tangent meets the asymptote at that time constant. The complementary limit is , so , the Boltzmann distribution ratio. These are occupancy probabilities; is not the cumulative first-passage probability when reverse transitions remain possible.

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