Candidate feedback mechanisms enhance the transparency of the UPSC exam process by providing insights into the strengths and weaknesses of the examination system. Feedback allows candidates to voice their concerns regarding content, structure, and evaluation standards, which can lead to improvements in fairness and clarity. Transparency fosters trust among aspirants and stakeholders, encouraging a more open dialogue about exam processes. Furthermore, analyzing feedback can help the UPSC identify systemic issues, leading to better resource allocation and training for evaluators. Ultimately, effective feedback mechanisms promote continuous improvement in the examination framework, benefiting future candidates.