On a related note, Birth-Death Formalism connects Jaynes' Prior Probabilities in a paper, "Do SETI Optimists Have a Fine-Tuning Problem?"

https://arxiv.org/abs/2407.07097

One of the authors posted an approachable video explaining how the ideas connect:

https://www.youtube.com/watch?v=b6-9Hq8dV_4