Yep the article title is NOT 100% clear for those who have not worked with stochastics before. They mean that while the world is stochastic (randomly distributed) we think of it deterministically. In their example of pharmaceutical trials, the FDA requires a "hard" (deterministic) answer, while even the most thorough results remain stochastic (i.e. some distribution).