Shanghai-based robotics company AgiBot has unveiled its first general-purpose embodied foundation model, the Genie Operator-1 (GO-1), which integrates Vision-Language-Latent-Action (ViLLA) architecture. This model enables robots to learn from human videos and adapt to real-world tasks with rapid generalization and improved efficiency, achieving a 78% success rate in testing. The GO-1 model, developed under the leadership of Peng Zhihui, a former Huawei 'Genius Youth' recruit who founded AgiBot in 2023, is designed for diverse applications, including dexterous manipulation and collaborative tasks. It has demonstrated a 32% improvement in task efficiency compared to existing models and utilizes over 1 million training data points from human and robot interactions. AgiBot has partnered with Shanghai State-Owned Capital Investment to promote breakthroughs in embodied AI technology. The company has also begun mass production of its latest humanoid robot, Expedition A2, and aims to scale production significantly in 2025 to meet rising demand. The commercialization of humanoid robots, which began in 2024, marks a significant milestone for the industry.