Langenberg et al. show that amyloid propensity favors protein stability. This results from the energetic correlation of mutation in the native and amyloid state. The genetic code tightens this relationship so that stable amyloidogenic sequences are deeply conserved. Positive selection of amyloidogenic sequences could therefore have favored the evolution of globular structure.