The rapid surge of short-form video platforms has totally reshaped the media landscape. Currently, trends indicate a movement towards greater interactive features, such as live streaming and improved editing tools. Examining ahead, we expect that customized recommendations will become even increasingly refined, leading to niche communities and a in