The explosive expansion of short video has fundamentally reshaped the digital landscape. Platforms like Vine's successor and IGTV Shorts have propelled a huge wave in user engagement. Currently , key trends involve authentic content, micro-influencer dominance, and the growing use of machine learning tools for editing . Looking into the future, we