We consider two data science problems where appropriate statistical inference requires taking into account unique features of the data-generating pipeline. First, we consider clinical trials and the relationship between the FDA (the principal) and a pharmaceutical company (the agent). The pharmaceutical company wishes to sell a product to make a profit, and the FDA wishes to ensure that only...