The rapid growth of short-form clip platforms has radically reshaped the online landscape. Currently, trends indicate a change towards greater interactive features, such as live broadcasting and enhanced editing tools. Examining ahead, we expect that tailored recommendations will become even increasingly sophisticated, leading to specialized commun