The rapid expansion of short video has fundamentally altered the online landscape. Platforms like TikTok and IGTV Shorts have propelled a huge wave in user engagement. Currently , key observations involve authentic content, niche creator dominance, and the rising use of machine learning tools for production . Looking into the future, we anticipate