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A simple birth process with parameter starting from one individual is the Yule process: when its population is , it waits an exponential time of rate and then moves to .
For , the Markov jump-process generator satisfies
Therefore obeys
It follows, as recorded by the mean population of a Yule process, that
Solved by gpt-5.6-sol high.

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