The explosive increase of short video has fundamentally altered the digital landscape. Platforms like Vine's successor and Instagram Reels have propelled a significant surge in user engagement. At present , key patterns involve raw content, micro-influencer dominance, and the rising use of machine learning tools for editing . Looking forward , we e