At present, against the backdrop of the rapid development of digital technology and the extensive application of artificial intelligence, innovative strategies for interactive landscapes are confronted with unprecedented opportunities for transformation and complex challenges. Rural landscape design not only concerns the presentation of natural aesthetics and the inheritance of rural culture, but also requires the integration of emerging technologies to meet the increasingly diverse needs of modern rural development. Faced with the accelerated technological iteration and profound changes in the rural social structure, rural landscape design education empowered by digital technology and artificial intelligence must have a forward - looking vision. Starting from the aspects of technological integration, interactivity, and intelligence, it should deeply explore the construction, experience, and optimization of multi - dimensional landscapes. Regarding the future research directions of rural landscapes, this paper proposes an interactive strategy design framework for the trinity integration, namely the Digital Technology - Artificial Intelligence - Rural Landscape (DAT - AI - RL) innovation model. This model, serving as a cutting - edge design direction, research paradigm, and professional development path, is expected to contribute to the development of the future rural landscape design field.