Abstract:Large technology companies are accelerating the construction of artificial intelligence laboratories by acquiring companies and setting up branches to seize opportunities in artificial intelligence (AI) R&D. Since its acquisition by Google’s parent company Alphabet, DeepMind has built a matrix-type, open-network R&D organizational structure with the core goal of achieving general AI. Through flexible project operation mode, interdisciplinary working methods, long-term capital investment and high-level talent training system, DeepMind has made a major AI breakthrough in many fields such as biology, medical care, and energy. It’s unique R&D organization mode provide certain inspiration and experience for China to strengthen the deployment of forward-looking R&D of AI, encourage enterprises to set up AI laboratories, deepen in-depth integration of industry, academia, research and application, and strengthen open cooperation in AI.