This article intends to take the "culture action" perspective, declared by some architects, to review the complicating proposition between modernity and contemporary. I start my analyses from reviewing Arthur Danto's commentary (backwards to Greenberg's theories) on critical theory of Frankfurt School as my investigating ground, meanwhile, to address Michel Foucault's "aesthetic modernity". With such intertextual dialectic, I expect to further investigate the evolutionary processes of the concept on "art" from modernity to contemporary, to clarify the discourse ground provided to Avant-Garde movement developing during the period. Besides the proceeding "traditional" interpretations, I include some contrastive studies which comparing Danto's "After the End of the Art" with Philippe Roussin and Jean-Pierre Cometti's "la fin des Avant-Gardes" (2011). Through these contrastive studies, I attempt to discover new visages, or even new values of the Avant-Garde. And with an aesthetic modernity perspective, I reinvestigate the various visages of the modernism, the Avant-Gardes, and the contemporary arts. Through the analysis the concepts and actions of two architects, Le Corbusier and Rem Koolhaas on the practices of the architectural arts, I attempt to further comprehend the significances of action in the Avant-Garde movement. And these significances might become the archetypical essence of contemporary arts which continuing endowed by the Avant-Garde in its modernity context.