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2. Shortcomings of market cognition and talent reserve3. Unmanned shops, hotels and banks: a new form of service upgrading.1. Technology adapts to the challenges of the special environment in Northeast China.

Northeast China is facing the problem of population loss in recent years. Although the labor cost has been relatively reduced, the shortage of labor still exists in some industries. The application of unmanned technology can make up for the shortage of manpower to some extent. For example, in some remote forest areas or mining areas, drones can carry out security patrols, environmental monitoring and other work to reduce dependence on manpower. Unmanned shops and banks can be laid out in towns with relatively small population and provide basic commercial and financial services without a lot of human support.1. Coping with the problem of population loss and labor cost1. Technology adapts to the challenges of the special environment in Northeast China.

Traditional industries in Northeast China, such as industry and agriculture, occupy an important position in the economy. Unmanned technology can inject new vitality into traditional industries. In industrial production, unmanned forklifts can improve the efficiency of cargo handling, and drones can be used for safety inspection of factories. In agriculture, in addition to the previously mentioned UAV plant protection operations, unmanned irrigation systems can also be used to improve irrigation efficiency. These applications are helpful to improve the production efficiency and competitiveness of traditional industries in Northeast China and make traditional industries better adapt to the requirements of modern markets.Driverless technology is gradually maturing. For Northeast China, its vast area and cold climate have special requirements for transportation. Driverless technology can be applied to logistics and transportation. In the long winter in Northeast China, the road conditions are complex and changeable. Driverless trucks can reduce the risks caused by driver fatigue and misjudgment of road conditions. At the same time, in urban traffic, the promotion of driverless cars can optimize traffic flow and reduce congestion. For example, in some big cities in Northeast China, such as Harbin and Shenyang, traffic congestion affects the efficiency of economic operation to a certain extent, and driverless technology is expected to improve this situation.2. Driverless driving: the pioneer of traffic change