Core Viewpoint - The article discusses the launch of the AC one data collection platform by Ark Infinite at the WRC 2025 Expo, highlighting its innovative design and cost efficiency as a solution to the challenges faced in data collection for robotics and embodied intelligence technology [1][19]. Group 1: Structural Revolution - The AC one platform redefines data collection by integrating the traditional "master-slave" dual-arm structure into a single-arm design, enhancing human-machine interaction [3][4]. - Traditional systems like Aloha and VR remote operation have limitations such as high deployment costs, space requirements, and difficulty in adapting to various scenarios [3][4]. Group 2: Cost Efficiency - The single-arm design of AC one reduces hardware investment by nearly 50% compared to traditional dual-arm systems, making it a more cost-effective solution [6][19]. - The platform demonstrates superior performance in handling complex tasks, such as manipulating fragile items with precision, thus avoiding common issues seen in VR operations [6][12]. Group 3: Operational Accessibility - AC one significantly lowers the operational threshold, allowing users to start using the device within 10 seconds and master basic tasks in just one minute, compared to traditional systems that require extensive training [9][10]. - This ease of use addresses the industry's challenge of high personnel turnover, enabling new employees to quickly become productive [9][10]. Group 4: Task Adaptability - The platform excels in handling flexible objects, providing precise force control that traditional systems struggle with, thus improving data collection efficiency [10][12]. - AC one's direct force feedback mechanism allows for natural and intuitive manipulation of objects, enhancing the quality of data collected [12][14]. Group 5: Efficiency Improvement - The data collection efficiency of AC one has seen a tenfold increase, with the platform achieving near-human task completion speeds in complex scenarios [13][19]. - For example, the AC one can complete a towel folding task in just five seconds, significantly reducing the time required for data accumulation [13][19]. Group 6: Market Impact - The AC one platform has garnered significant attention at the WRC 2025 Expo, showcasing its capabilities and establishing itself as a leading solution in the robotics data collection field [17][19]. - The product is now available for sale, indicating its readiness for market adoption and potential to drive innovation in the industry [17][19].