This working paper highlights how probabilistic modeling can fail when used in the wrong way. It explains two different relevant definitions of the term probability, discusses some fundamental problems in dealing with uncertainty, and gives concrete examples how probabilistic modeling can be used well.
Source: McKinsey

Probabilistic modeling as an exploratory decision-making tool