世界首个「实时、无限」扩散视频生成模型，Karpathy投资站台

Core Viewpoint - The article discusses the revolutionary breakthrough in AI video generation with the launch of Decart's MirageLSD, which allows real-time, unlimited-length video transformation from any video stream with a latency of 40 milliseconds [3][18]. Group 1: Technology and Features - MirageLSD is the first video generation model capable of producing unlimited-length videos, overcoming previous limitations of error accumulation in traditional models [23][24]. - The technology achieves zero-latency video generation, allowing real-time interaction by generating each frame based on previous frames and user prompts, thus enabling continuous video creation without pre-set endpoints [28][32]. - The model utilizes a causal autoregressive structure, which supports immediate feedback and adapts to changes in video content and user input [34][35]. Group 2: Applications and Potential - The technology opens up new applications such as transforming camera footage into alternate realities, real-time movie production, and simplified game development [7][8][9]. - It also enables innovative uses in video conferencing backgrounds, virtual try-ons, and augmented reality enhancements [11][12]. - The potential for "killer applications" remains vast, with the technology being compared to concepts from popular culture, such as "Sword Art Online" [15]. Group 3: Future Developments - Decart plans to continue releasing model upgrades and new features, including facial consistency, voice control, and precise object manipulation [16]. - The platform will also introduce streaming support for live broadcasts and game integration, expanding its functionality [16].