Candidates can expect changes in the interview process for UPSC to focus more on personality traits and real-world understanding. The panel may prioritize assessing critical thinking, ethical reasoning, and communication abilities. With an emphasis on holistic development, candidates might face scenario-based questions that evaluate their decision-making skills under pressure. Preparation should include mock interviews and building confidence in articulating thoughts clearly and concisely.