Model Architecture
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Wang Xingxing of Unitree Robotics: Lack of Unified Robot Models and Architecture Similar to 1-3 Years Before ChatGPT’s Emergence
At the 2025 World Robot Conference, Unitree Robotics CEO Wang Xingxing emphasized the need for robust and unified “embodied intelligence robot foundation models,” citing them as the industry’s core bottleneck. He believes current robotic model architectures are lacking, and the industry needs a “ChatGPT moment.” Unitree is focused on developing general-purpose humanoid robots for diverse tasks and sees unified models, affordable hardware, high-volume manufacturing, and accessible computational power as key priorities for the next 2-5 years.
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CVPR 2025: Kuaishou’s Ke AI’s Four Technological Pillars for Video Generation and World Models
At CVPR 2025, Kuaishou’s Kling AI division presented advancements in video generation and world model research. Their work focuses on improving model architectures, enhancing user control, establishing robust evaluation methods, and developing multimodal understanding. Key innovations include efficient scaling laws, novel Mixture of Experts architectures, a unified framework for spatiotemporal control, and frameworks for interactive and controllable video creation. The team’s research, highlighted across seven papers, aims to significantly advance video creation capabilities.
