As a socialist country with a large population, China has a tight censorship system in various visual fields, including film, television and online communities. To censor films, China’s central and local film authorities have successively established their own censorship systems. This article analyses the contemporary formation of local film censorship committees by combing through the history of film censorship in China. By discussing the relationship between intellectuals and the power behind film censorship, this study seeks to penetrate why and how intellectuals are co-opted by power and define the location of intellectuals in Chinese politics. Authorities reviewing films in a screening room symbolizes their ‘powerful’ gaze in the darkness, this visual mechanism of intellectual complicity with power, which requires Chinese filmmakers to learn how to survive under the combined influence of ‘self-censorship’ and intellectual vision. Furthermore, when exploring film censorship in contemporary China, the political logic of socialist China needs to be touched upon, where film censorship experts are in fact only the eyes of the power, not the power itself.