How do the probability theories guarantee to be beneficial? Because they are after all predicting with uncertainty involved.
Probability is an abstraction of the actual problem, which gives a higher level view of the system. So it hides information in small scale and focuses on capturing the large scale patterns, if any. This means the results of probability theories are actually not mere possibilities but definite, concrete truth about the system, only from a high level view.
