Statistics, Probability, Artificial Intelligence, Insurance, Wildfires.
in their treatment of uncertainty. Probabilistic models explicitly model uncertainty using probability distributions, allowing for principled reasoning about uncertainty propagation and decision-making. In contrast, pure statistical models treat uncertainty as a feature of the data and rely on