AI视频进入「连续叙事」时代:「一致性」成商业化发展瓶颈

Group 1 - The core challenge in AI video generation has shifted from the ability to generate realistic frames to the sustainability of content creation, particularly in maintaining character consistency and narrative coherence across multiple episodes [1][2][4] - The introduction of Seko, an integrated AI video generation and editing platform by SenseTime, aims to address the need for multi-episode content creation, moving beyond single-episode generation [4][5] - Seko has attracted over 200,000 creators, including numerous short drama studios, and supports a hybrid model that combines self-developed and third-party models to ensure consistency across different AI models [5][6] Group 2 - The value of long-form content lies in measurable ROI, which depends on character consistency, emotional continuity, and coherent world-building; any disruption in these elements can lead to viewer disengagement [2][4] - The platform's user experience is evolving from a focus on technical parameters to a more creator-friendly approach, allowing non-technical users to easily produce high-quality video content [7][8] - Seko has achieved a 50% reduction in inference costs through model optimization and adaptation to domestic chips, making high-quality video production more accessible to small teams and individual creators [8]