The burgeoning growth of short video has fundamentally altered the online landscape. Platforms like Vine's successor and IGTV Shorts have spurred a massive upswing in user engagement. Currently , key patterns involve genuine content, niche creator dominance, and the increasing use of machine learning tools for editing . Looking into the future, we