LingBot-Video：30B参数MoE模型，推理仅激活3B，专注物理推理
Massive open-source release!
Massive open-source release!
LingBot-Video isn't about video quality; it optimizes for physical reasoning, and it runs sparse: only 3B of 30B params are active at inference.
MoE is finally showing up in long-context video, where inference cost matters a lot.
Worth a look.
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力