Gorky has been labeled as a petrel of revolution in China, and is widely recognized for his identity as a writer of socialist realism. However, it is rarely known that as a political theorist and journalist, this great humanitarian also harbored complicated and profound understanding of journalism. Gorky’s critical spirit is the foundation of his theories and practice in journalism. Based on a sketch of Gorky’s relevant arguments, this paper expounds his critical media conception and practice.