关键词: 农业社会化服务质效, 人工智能, 科技革命, 分工演进, 现代农业经营体系

Abstract: The development of agricultural socialized services is a key measure for building a modern agricultural management system, and the iterative upgrading of artificial intelligence (AI) technology injects new momentum into improving the quality and efficiency of these services. Based on the Marxist theory of technological revolution and from the perspective of division of labor evolution, this paper defines the connotation of improving the quality and efficiency of artificial intelligence and agricultural socialized services, constructs a theoretical framework for empowering agricultural socialized services with artificial intelligence, analyzes the practical basis of artificial intelligence empowerment, and proposes specific promotion strategies. Research has found that artificial intelligence relies on data as its core, computing power as its support, and algorithms as its core. Through element reconstruction, process optimization, cost control, and model innovation, it can solve pain points such as imbalanced service resource allocation, poor chain connection, inefficient cost control, and homogeneous service supply, ensuring that agricultural socialized services are “optimized”, “connected”, “profitable”, and “active”. The current policy system for artificial intelligence is gradually improving, the industry scale continues to expand, the iteration of core technologies is accelerating, and the talent team continues to grow. However, there are still bottlenecks such as the lack of special systems, lagging integration layout, lack of adaptive technology, and shortage of cross-border composite talents in the quality and efficiency improvement of agricultural socialized services empowered by artificial intelligence. Therefore, during the 15th Five Year Plan period, it is necessary to further improve the policy support system, cultivate an industry integration ecosystem, strengthen scenario based technology research and development, and build a cross-border talent training system, in order to maximize the effectiveness of artificial intelligence in empowering the quality and efficiency improvement of agricultural socialized services.

Key words: quality and efficiency of agricultural socialized services, artificial intelligence, technological revolution, evolution of division of labor, modern agricultural management system