On April 25th, the "AI-Driven Material Innovation Ecosystem Conference" convened at the Anhui Innovation Pavilion. Under the guiding theme of "Intelligence as the Bedrock, Innovation for All," this significant event was steered by the Chinese Academy of Sciences and Anhui Province, with meticulous organization by the University of Science and Technology of China (USTC) and the Scientific Intelligence Material Innovation Center. The conference was graced by the presence of key dignitaries, including Liang Yanshun, Secretary of the Anhui Provincial Party Committee; Wang Qingxian, Governor of Anhui Province; Academician Dou Xiankang, Director of the National Natural Science Foundation of China; Wang Keqiang, Vice President of the Chinese Academy of Sciences; and Academician Chang Jin, President of USTC. Approximately 240 distinguished guests, representing government bodies, industry leaders, academic institutions, and research organizations, gathered to witness the unveiling of the Scientific Intelligence Material Innovation Center and the signing of a series of strategic cooperation agreements.