The evolution of "AI+" necessitates a delicate equilibrium between innovation and regulation. It underscores the importance of data circulation while safeguarding data security and privacy, thereby mitigating technology misuse and the wasteful consumption of computing resources. Guided by genuine market needs, this process should strive for technological breakthroughs and industrial integration through scenario- and demand-driven strategies. Ultimately, these efforts aim to transform technological advancements into a sustainable driving force behind high-quality industrial development.