The meteoric growth of short-form clip platforms has radically altered the online landscape. Currently, trends indicate a shift towards greater interactive features, such as real-time streaming and advanced editing applications. Looking ahead, we predict that tailored recommendations will become even substantially complex, leading to specialized co