With the rapid development and wide application of artificial intelligence, virtual computer systems and interactive systems, they play an important role in improving innovative talents in art and design. The purpose of this paper is to explore the overall approach of using these technologies to improve innovation in the field of art and design as well as to cultivate innovative talents. Firstly, we introduce the current development of artificial intelligence in art and design. Secondly, we explore the application of AI, virtual computer systems and interactive systems in art and design innovation. Artificial intelligence technology can help designers discover new inspirations and ideas by analysing a large number of artworks and design cases; virtual computer systems can provide designers with a virtual creative environment so that they can experiment and create in an infinite space; interactive systems can provide learners with a personalised learning experience, and, through intelligent educational platforms and interactive tools, help them develop their creative thinking and problem-solving skills. By making full use of these technologies, we can cultivate more creative and innovative art and design talents, and promote the sustainable development of the art and design field.