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2. Shortcomings of market cognition and talent reserveTraditional 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. Shortcomings of market cognition and talent reserveUnmanned shops, hotels and banks are emerging business service models. Unmanned stores adopt advanced automation equipment and intelligent identification technology, so customers can choose and buy goods and complete the settlement without manual cashier. In some business districts in Northeast China, unmanned stores can reduce operating costs and improve shopping experience. Unmanned hotels provide convenient accommodation services through smart door locks and self-service check-in systems. Northeast China is a region rich in tourism resources. Unmanned hotels can meet the needs of tourists at different times and improve the operational efficiency of hotels. Unmanned banks provide customers with self-service financial services, such as account opening, transfer and wealth management, which is convenient for people in Northeast China to handle financial affairs, and can also improve the service efficiency of banks and the flexibility of network layout.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.

Unmanned shops, hotels and banks are emerging business service models. Unmanned stores adopt advanced automation equipment and intelligent identification technology, so customers can choose and buy goods and complete the settlement without manual cashier. In some business districts in Northeast China, unmanned stores can reduce operating costs and improve shopping experience. Unmanned hotels provide convenient accommodation services through smart door locks and self-service check-in systems. Northeast China is a region rich in tourism resources. Unmanned hotels can meet the needs of tourists at different times and improve the operational efficiency of hotels. Unmanned banks provide customers with self-service financial services, such as account opening, transfer and wealth management, which is convenient for people in Northeast China to handle financial affairs, and can also improve the service efficiency of banks and the flexibility of network layout.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.Economic development in Northeast China needs to cultivate new industries. The development of unmanned technology can drive the rise of related industries, such as drone manufacturing, unmanned algorithm research and development, and unmanned store equipment production. Taking UAV manufacturing as an example, Northeast China can use its existing industrial base to attract UAV manufacturing enterprises to settle down and develop UAV industrial chain. This can not only create new economic growth points, but also attract high-end talents and promote the upgrading of industrial structure in Northeast China.