The burgeoning expansion of short video has fundamentally altered the online landscape. Platforms like the short-form app and IGTV Shorts have propelled a massive wave in user engagement. Currently , key observations involve authentic content, niche creator dominance, and the growing use of machine learning tools for production . Looking into the f