Efort Qizhi Demonstrates Humanoid Robots Mastering Industrial Tasks Through Universal Technology Base at WAIC 2026
At WAIC 2026 in Shanghai, Efort Qizhi presented its humanoid robots performing complex tasks on uneven terrain, including lifting irregular boulders and installing large photovoltaic panels without prior task-specific coding. The company showcased its HALO human skill collection suit that captures multi-modal data including vision, force, touch and language to distill human operations into robot-understandable representations. Central to the approach is HumanGPT, a world model tailored for embodied intelligence that integrates collected human skills with sensor data to create virtual dynamic environments for robot decision-making. Efort Qizhi also highlighted its full toolchain covering data collection, storage, governance, training, inference and deployment, built around HumanGPT, Dayan data platform, Modou IDE and Openmind OS. Chairman Dr. You Wei introduced the skill iceberg concept, stressing that true industrial value lies in complex capabilities such as multi-robot coordination and real-time process parameter generation rather than simple pick-and-place actions. The system has already logged over 5000 hours of operation on customer production lines, proving transfer from human expertise to reliable machine productivity across manufacturing scenarios.
安全客Jul 23, 2026Translated from Chinese