Poly(triarylamine)-based devices exhibit superior stability but limited efficiency due to self-crystallization and aggregation. Amphiphilic molecules induce nanoscale amorphization of poly(triarylamine), enabling a certified quasi-steady-state efficiency of 23.01% in perovskite modules.