Group 1 - The AI short drama and comic drama sector is experiencing explosive growth, with most current AI video generation products only supporting single short episodes or clips [1] - SenseTime officially launched its product release week on December 15, introducing several innovative and practical AI products, including the core product Seko 2.0, which is the industry's first integrated multi-episode generation intelligent agent [1] - Seko IDX addresses the challenge of character consistency across multiple episodes and scenes by introducing "negative reference images" during the high-noise phase of the diffusion model, ensuring stability while responding to various expressions, postures, and scene commands [1] Group 2 - Traditional workflows require over three months for a team to complete 50 episodes, but with Seko 2.0, the production cycle can be shortened by 80% to 90% [1] - SenseTime is tackling the high token demand and cost issues in AI short and comic drama multi-episode creation, where a 5-second video requires nearly 100,000 tokens, and the total token demand for 10-20 scenes can reach millions [1] - SenseTime has made two core technological breakthroughs to address cost challenges: the innovative Phased DMD distillation technology and the open-source real-time video generation inference framework LightX2V, which can generate a 5-second video in under 5 seconds on consumer-grade graphics cards [2]