 Alpha-fold 2 has originally been developed to provide highly accurate predictions of protein monomer structures. Here, the authors present a simple adaptation of Alpha-fold 2 that enables structural modelling of peptid protein complexes and explore the underlying mechanisms and limitations of this approach. This article was authored by Tomatsarban, Julia K. Varga, Oliovrom, and others.