The meteoric growth of short-form clip platforms has completely reshaped the media landscape. Currently, trends suggest a movement towards more interactive features, such as real-time streaming and advanced editing software. Examining ahead, we expect that personalized recommendations will become even substantially refined, leading to niche communi