The rapid expansion of short video has fundamentally altered the online landscape. Platforms like TikTok and IGTV Shorts have propelled a significant wave in user engagement. Currently , key trends involve genuine content, smaller personality dominance, and the growing use of machine learning tools for production . Looking into the future, we fores