This article focuses on the labor structure transformation caused by the development of robots and general artificial intelligence technology, and proposes the concept of the Harmonious Ecological Village as a response, with the aim of truly achieving the fundamental goal of leveraging science and technology for the benefit of humanity. By converting surplus labor into electricity and data and integrating the rational development of land resources with local cultural tourism, we aim to build an ecological village system that is economically sustainable, beautiful, and ensures the material and spiritual well-being of villagers. Taking a heavily polluted impoverished village as an example, this paper briefly demonstrates the economic feasibility of ecological village construction, aiming to provide innovative ideas and a practical path to mitigate social employment pressure and achieve sustainable development.