Interview panels assess UPSC candidates by evaluating their communication skills, personality, and overall presentation of ideas. Judges look for confidence, clarity of thought, and the ability to articulate responses under pressure. They also gauge candidates’ knowledge about current affairs and understanding of various issues. Candidates' ability to connect their academic background with current situations is crucial. The panel seeks officers who possess integrity, enthusiasm, and a genuine commitment to public service.