The Role of Intelligent Systems in Facilitating Factor Flow and Economic Development

The advancement of intelligent systems necessitates a multifaceted support system, including technology research and development, software and hardware development, operational implementation, and scene application. These efforts have resulted in the emergence of various related technologies and industries, driving the intelligent transformation and upgrading of industrial structures and enabling a comprehensive flow of factors. Additionally, the establishment of intelligent infrastructure plays a pivotal role in facilitating the smooth flow of factors such as people, logistics, information, commodity, and capital, thus effectively contributing to economic development and social mobility (Xue and Chuanjiang, 2020). Through our analysis, we have observed a potential reciprocal relationship between income structure adjustment and human capital flow, with the former exerting a significant influence on the latter. As such, we propose hypotheses 4 and 5.