In this talk I present an elementary derivation of the celebrated Lee-Huang-Yang formula for Bose gases in the Gross-Pitaevskii Regime, which unifies various approaches that have been developed in recent years. We will focus on the simplest possible case in order to highlight the conceptual novelties.