Navigating conflicting sources of information in UPSC preparation requires critical evaluation and cross-referencing. Candidates should focus on trusted resources like standard textbooks, official government publications, and reputed news outlets. Developing skills to assess the credibility of sources can help aspirants discern accurate information from misinformation. Engaging in discussions with peers or mentors can also provide clarity, fostering a more rounded understanding of complex topics when faced with inconsistent information.