The explosive growth of short video has fundamentally altered the digital landscape. Platforms like the short-form app and IGTV Shorts have driven a huge surge in audience engagement. At present , key trends involve genuine content, smaller personality dominance, and the rising use of machine learning tools for creation. Looking into the future, we