The explosive increase of short video has fundamentally reshaped the digital landscape. Platforms like Vine's successor and Instagram Reels have spurred a massive upswing in audience engagement. At present , key observations involve genuine content, smaller personality dominance, and the increasing use of machine learning tools for creation. Lookin