Historical events shape questions in the UPSC syllabus by providing a backdrop to current issues and governance challenges. The examination often includes questions on historical developments to contextualize modern problems, thereby testing candidates' grasp of historical narratives and their implications. Understanding events such as independence movements, policy changes, and revolutionary movements enables candidates to make informed arguments in their written responses, showcasing their analytical skills across different time periods.