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2. Shortcomings of market cognition and talent reserveIn the northeast, people's market awareness of unmanned technology may be relatively insufficient, and related professionals are also scarce. In order to improve market awareness, extensive publicity and promotion activities can be carried out, such as holding unmanned technology exhibitions and technical lectures. In terms of talent reserve, universities and vocational colleges in Northeast China can cooperate with enterprises to set up professional courses related to unmanned technology, cultivate technical talents to meet local needs, and attract foreign talents to flow into Northeast China to provide intellectual support for the development of unmanned technology 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.

1. Coping with the problem of population loss and labor costDriverless 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 reserve

2. Driverless driving: the pioneer of traffic change1. Technology adapts to the challenges of the special environment in Northeast China.Second, the demand for economic development in Northeast China and the opportunity for unmanned technology to meet