Recent years have witnessed several innovations in UPSC preparation, primarily driven by advancements in technology. Online platforms now offer comprehensive resources such as video lectures, interactive quizzes, and personalized study plans. Furthermore, mobile applications facilitate on-the-go learning, allowing aspirants to consume content efficiently. The emergence of social media forums has enabled peer interaction and collaborative study approaches. Additionally, coaching centers have begun integrating data analytics for tracking student progress, enhancing targeted preparation strategies.