Common myths surrounding the UPSC exam include the notion that only elite candidates can succeed or that it requires extensive prior knowledge. Many believe that coaching is essential for preparation, while self-study can also lead to success. Such misconceptions can discourage potential aspirants, highlighting the need for greater awareness about diverse preparation strategies.