Abstract: This article explores the important role and specific practical path of new technologies such as artificial intelligence big models in innovation and entrepreneurship education reform. We have established an innovation and entrepreneurship education system, improved teaching methods, promoted the integration of teaching content with the forefront of technology, guided students to apply what they have learned, and promoted learning through innovation. Taking the development of smart home systems as an example, we aim to cultivate high-level composite talents who explore emerging disciplines and cutting-edge fields, achieve organic integration of industry, academia, and research, broaden students'innovation and entrepreneurship channels, and cultivate their scientific spirit. The deep integration of artificial intelligence models and innovation and entrepreneurship education is expected to promote the exploration and practice of knowledge system reconstruction, interdisciplinary integration, and reconstruction of several key areas in higher education.

Key words: Innovation and entrepreneurship education, Large-scale artificial intelligence model, Smart home system, Teaching reform, School enterprise cooperation, Innovation ability