09,29,2026 18 views
On September 22nd, Carl Dynamics held a launch ceremony for a large-scale AI transportation network, driving AI freight towards a "self growing" network era through efficient cargo intelligence and full network partner cooperation.
Carl Dynamics has always been committed to building intelligent networks around object transportation. At the launch ceremony, Dr. Wei Junqing, CEO of Carl Dynamics, delivered a keynote speech, stating that the AI transportation network built around "load intelligence" will become the largest and first to be implemented in physical AI scenarios, systematically improving transportation efficiency and safety, and creating more profound social value.
Based on five years of deep cultivation and real operation, Dr. Wei Junqing shared the "positive feedback" of Carl Dynamics in the "field":
1. The more data runs, the smarter the agent becomes
In 2021, Carl Dynamics pioneered the autonomous driving formation mode, accumulating over 4 million real-world edge scenarios and running the world's largest L4 operating fleet of 100 vehicles and tens of millions of kilometers of autonomous driving formation mileage. It has also accumulated the world's largest physical sample set for handling complex scenarios such as the "organ" effect, strong crosswinds, attached roads, road spills, herds of cattle and sheep, and large curvature long slopes in mainline transportation. These scenarios, which cannot be exhaustively simulated or replicated in testing, have become the key foundation for Carl Dynamics' understanding of "heavy-duty truck physics", empowering a significant increase in the effective density of data for specialized heavy-duty truck freight scenarios. In the past two years, the key takeover indicators of Carl Power have achieved an astonishing 180 fold improvement.
2. The deeper the creation of landing scenarios with customers, the stronger the positive economy
By deeply cultivating end-to-end closed-loop operation, Carl Power provides end-to-end support from order receiving, scheduling, transportation to settlement, operation and maintenance, and energy replenishment. Differentiated solutions are matched for different road sections, working conditions, and task characteristics to maximize transportation efficiency per kilometer. This refined operation of "ton by ton calculation" has pushed cargo intelligence from technical demonstrations to daily freight operations. At present, Carl Power has teamed up with Ordos Group to create the country's first true UE freight operation closed loop, and has achieved normalized operation on a large scale.
3. The more network co construction partners there are, the faster and more efficient the network expansion will be
As of now, Carl Power has formed a large-scale networked transportation capacity in multiple locations with 30+customers, 8+host factories, and 30+ecological partners. It is steadily promoting the construction of a large-scale operation network around the "1+N+X" strategy, and expanding its freight routes regionally to core logistics channels such as Inner Mongolia, Ningxia, Gansu, Xinjiang, Shaanxi, and Shanxi, as well as industries such as steel, express delivery, industrial products, parts, agriculture, and animal husbandry.
At the launch ceremony, Carl Power also signed an AI transportation scale landing network co construction plan with the first batch of scene co construction partners, scale expansion partners, and ecological empowerment partners: deepening the development of unmanned freight full process mode with scene co construction partners, creating a demonstration benchmark that combines economy and safety; Build an intelligent transportation network covering the whole country with scale expansion partners relying on existing resources; Form a "platform docking+information exchange+standard co construction" with ecological empowerment partners to empower services in various scenarios. Carl Power hopes to work with various transportation partners to build a global AI transportation network covering the whole country and a new freight paradigm.
The more complete the compliance system, the thicker the foundation of security trust
Throughout the process, Carl Dynamics always regards safety and compliance as the foundation of the network. At present, it holds the largest L4 level autonomous driving truck commercial unmanned operation license in China and has obtained the only cross league city commercial pilot qualification in Inner Mongolia. Simultaneously promoting the construction of a grid based security response system and the transformation mechanism of AI navigator training, we have maintained zero safety responsibility accidents. Currently, we have completed over 10000 hours of standardized training and established new business positions such as AI navigator, vehicle dispatch, and intelligent operation and maintenance, truly transforming technology into new industry momentum.
At the launch ceremony, representatives from top transportation partners deeply shared and discussed the technology, ontology building model, and feasible commercialization path of the "self growing" AI transportation network, and worked together to find the ultimate path to intelligent cargo transportation.
In 2026, Carl Dynamics officially released the "AI+Robot+Solution" ARS strategy for mainline freight transportation, which aims to build a new cargo circulation network with industrial grade physical AI base, intelligent transportation robot body, and networked capacity scheduling services. Under the verification of the "positive feedback" accumulated from real operations, Carl Dynamics has formed a transportation robot network with a "self growth effect", accelerating its comprehensive landing in various regions across the country, driving the development of high-performance cargo intelligence and network effects.
