According to the US Department of Energy on September 25, the US Department of Energy's Scientific Advisory Committee released the “Genesis Mission Framework for Artificial Intelligence to Accelerate National Breakthrough” research report. The US Department of Energy's Scientific Advisory Committee focused on the key challenges of the Genesis mission and put forward the following main opinions and suggestions: 1. In the field of biology, the committee assessed that the development of artificial intelligence in the biological field can transform biology from an observational science to a predictable and transformable discipline. By integrating measurement, modeling, and manufacturing processes, it is expected that “extraordinary breakthroughs” can be achieved; 2. In the field of fusion energy, the committee proposed that the use of artificial intelligence to guide engineering decisions and predict overheating reactions in real time is essential to accelerate the achievement of fusion goals; 3. In the field of key materials, the proposal is launched A five-year emergency project to achieve “magnet sovereignty” by establishing a closed-loop intelligent system.

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