Rob highlights the critical risks when data scientists engage in disaster response without domain expertise. He shares alarming examples, including the Ebola outbreak, where misguided predictions led to unnecessary deaths, and the ethical dilemmas faced in tracking health data in politically sensitive regions. These cases underscore the importance of collaboration with experts to avoid harmful consequences.