A greatly simplified example: two countries are having a dispute and the tension keeps rising. They both believe that they can win against the other in a war, meaning neither side is willing to back down in the face of military threats. Improved forecasting would indicate who would be the likely winner in such a conflict, and thus the weaker side will preemptively back down.