Under the Bayesian setting, probabilities represent our brief on the state of the world which we can update incrementally after each experiment.   This naturally lead to sequential processes.     See https://drive.google.com/file/d/1Y_1jwI91TVBVVwYhPZPg2tezp3E0t0_E/view?usp=sharing