The UPSC has implemented various reform initiatives to enhance examination fairness, such as introducing negative marking in preliminary exams and updating the syllabus to reflect current affairs. Additionally, reforms like offering more reservation for disadvantaged groups and conducting examinations at more locations promote accessibility. Transparency has been improved through online grievance redressal systems, ensuring candidates have a clear understanding of evaluation criteria.