The rapid surge of short-form clip platforms has radically transformed the digital landscape. Currently, trends indicate a shift towards greater interactive features, such as real-time streaming and enhanced editing applications. Examining ahead, we expect that customized recommendations will become even more sophisticated, leading to specialized c