格隆汇发布快手首次覆盖报告：《AI成为中长线增长引擎，可灵2.1模型打造视频生成性价比标杆》（中文）

MVL Framework Unlocks Broad Commercial Potential. Kuaishou's newly launched MVL (multi-modal visual language) framework enables richer expression by integrating various input formats—text, images, videos, sounds, and motion data—into the creative workflow. This approach better captures and realizes creative intent compared to text alone. Kling AI 2.0 adopts this framework to support more precise and expressive content creation. Commercial applications span advertising, professional content creation, film an ...