编号“001”！智元机器人，重要一步

Group 1 - The core point of the news is that Zhiyuan Robotics has successfully obtained the first CR certification for humanoid robot datasets in the industry, marking a significant milestone in the field [1] - The certification evaluates four core elements of humanoid robot dataset construction: classification and coding standards, data annotation standards, unified dataset format requirements, and comprehensive quality evaluation criteria [3] - Zhiyuan Robotics has launched the AgiBot World dataset, which is the world's first real machine dataset based on comprehensive real-world scenarios, an all-capable hardware platform, and full quality control, establishing a "data benchmark" in the field of embodied intelligence [5] Group 2 - The AgiBot World dataset achieves a dual breakthrough in scale and quality, with a long-range data scale exceeding Google's Open X-Embodiment dataset by ten times, covering a wide range of tasks from basic operations to complex long-range tasks [6] - The dataset expands its scene coverage by 100 times, with data quality elevated from laboratory level to industrial standards, replicating five core scenarios: home, dining, industrial, supermarket, and office [6] - The high quality of the AgiBot World dataset is attributed to robust hardware support and a stringent quality control system, utilizing a robot equipped with eight cameras for 360-degree environmental perception [6] Group 3 - The data collection process follows a rigorous protocol to ensure data standardization and usability, which includes multi-party planning, dual screening, frame-by-frame manual review, and algorithmic verification [7] - The lack of high-quality data is identified as a significant bottleneck in the AI industry, particularly in fields like embodied intelligence and robotics that require deep interaction with the real world [7] - Companies focusing on data production, processing, and trading are expected to encounter significant opportunities, supported by local government initiatives and the establishment of big data exchanges promoting standardized circulation and sharing of high-quality AI data [7]