Amiro Robotics' Liu Fang: Embodied Intelligence is Not Just Large Models or Autonomous Driving
Liu Fang, the founder of Amiro Robotics, has presented a new perspective on embodied intelligence, distinguishing it from large models and autonomous driving. During a recent discussion, he emphasized that the true essence of embodied intelligence lies in enhancing labor capabilities within industrial environments. Liu argued that robots should be designed to provide consistent and reliable outputs, which is crucial for their integration into real-world applications. To further this discussion, he introduced a novel metric called Hours Per Intervention (HPI), aimed at evaluating robotic performance in production settings. This metric underscores the significance of building trust in robotic labor, as reliable performance is essential for widespread adoption in various industries. Liu’s insights reflect a growing recognition of the need for practical and dependable robotic solutions in the workforce, marking a shift towards more effective and measurable applications of robotics in industrial operations.
Robotics needs a service framework.
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Adek Industrial Computers
United States
Headquartered in New Hampshire, ADEK manufactures industrial computers, serves as a full-service OEM manufacturing partner, and offers computer repair services. In addition to building computer systems for end-users, OEMs, and resellers, the company also markets a full line of computer cases, motherboards, single board computers, backplanes, and other components. Its products are sorted into product categories and highlighted, along with warranty information and support services.
Arctek Robótica Industrial (BR)
Brazil
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ASRock Industrial Computer Corporation
Taiwan
ASRock Industrial, a global leader in edge computers and industrial motherboards, delivers high-performance industrial computers, motherboards, and mini PCs. Subscribe for the Latest Automate Show Updates Copyright © 2013-2026 A3 Automate.
Alkadur Robot Systems GmbH
Germany
Alkadur Robot Systems (Germany) manufactures automated doner kebab cutting robots for commercial food service environments. The robotic systems use optically integrated sensors to deliver precise, hygienic, single-button-operated meat slicing for high-volume restaurant and catering operations.
CRP Robot (CN)
China
Chinese high-tech enterprise manufacturing industrial robots, collaborative robots, and core robot components including control systems and servo systems. Main drafting unit of four Chinese national standards in the industrial robot domain.
Dr Robot
Canada
Dr Robot Inc develops WiFi-connected robot platforms, motor drivers, servo controllers, and OEM robot kits for autonomous mobile and humanoid robot development. Products target educational, research, and personal robot application developers.
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
Langebaek Logistics A/S
Denmark
Scandinavian consultancy specializing in supply chain management, logistics optimization, and warehousing. Advises clients at strategic and operational levels, integrating automation and AI into logistics workflows.
Qubiqa (prev Univeyor Logistics) (DK)
Denmark
Qubiqa is a Danish supplier of intelligent material handling and logistics systems, providing turnkey intralogistics solutions including conveyor systems and palletizing equipment, specializing in the insulation manufacturing sector.
Scallog Scalable Logistics (FR)
French developer of goods-to-person robotic order picking systems for logistics warehouses. Robots integrate with existing WMS/ERP platforms; claimed ROI under two years with documented productivity gains above 40% in order picking operations.
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