For a unit-jump population chain with one-step probabilities and , its equilibrium density is . Speed time by and center and scale the population as . The accelerated conditional drift is , and the second moment is . Their compact-set limits give the displayed Ornstein-Uhlenbeck process. If , the invalid-probability threshold stays a fixed positive density distance above equilibrium. Before that threshold, the generator of is at most one because its drift contribution is nonpositive. The stopped Lyapunov function bound proves compact containment and makes the probability of hitting that threshold on a fixed accelerated horizon tend to zero. This supplies the global hypotheses of the diffusion approximation theorem.
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