The meteoric growth of short-form clip platforms has radically transformed the online landscape. Currently, trends reveal a shift towards more interactive features, such as interactive content and advanced editing tools. Looking ahead, we anticipate that personalized recommendations will become even increasingly complex, leading to niche communitie