The meteoric expansion of short-form clip platforms has radically altered the media landscape. Currently, trends indicate a movement towards more interactive features, such as live streaming and advanced editing tools. Looking ahead, we anticipate that personalized recommendations will become even increasingly refined, leading to focused communitie