The benefit of dynamic secrets does not include ensuring that administrators can see every password used. Dynamic secrets are designed to enhance security by expiring credentials after use or after a set period, minimizing damage from credential leakage, and replacing cumbersome password rotation tools. Ensuring that administrators can see every password used would actually be a security risk rather than a benefit.