Never Gonna Give You Up III is an Alcumus Achievement in which you have to answer 1000 problems in a row without ever hitting the "give-up" button. This achievement is unlocked after completion of the achievement Never Gonna Give You Up II.
It is named after the famous song Never Gonna give you Up (by Rick Astley), aka Rickroll.