The crucial importance, revealed in our study, of enhanced sampling when dealing with common molecular recognition mechanisms, such as induced fit and conformational selection or common phenomena such as pose competition in drug-receptor system, has important implications in the setting up of automated efficient and reliable alchemical protocol for a high-level screening of docking hits for false positive elimination in drug discovery projects.