The "Plot Routine Dependence" of AI Screenwriting: Homogenization Risk of High-Frequency Reversals in Online Short Dramas and Breakthrough Paths

Abstract

In recent years, the application of artificial intelligence (AI) technology in the field of online short drama creation has experienced explosive growth. Online short dramas, with their narrative characteristics of "short, concise, and fast" and plot design of high-frequency reversals, cater to the fragmented consumption needs of the public. AI screenwriting, relying on its efficient content generation capability, has become a core tool for the large-scale production of the industry. However, while improving efficiency, AI technology has significantly exhibited the problem of "plot routine dependence"—the content it generates mostly replicates the narrative framework of existing hit short dramas, and high-frequency reversals have fallen into the dilemma of homogenization. This not only restricts the improvement of the artistic value of online short dramas but also poses potential risks to the long-term development of the industry. Combining literature analysis and industrial practice observation, this paper systematically analyzes the manifestations and formation mechanism of the plot routine dependence of AI screenwriting, clarifies the multi-dimensional risks of homogenization in high-frequency reversals, and proposes breakthrough paths from three dimensions: technological optimization, industrial collaboration, and policy guarantee. It aims to provide theoretical reference and practical guidance for the high-quality development of online short dramas in the AI era.