Large-scale generative simulation artificial intelligence: The next hotspot

Cheems Wang, Yanghe Feng, Jincai Huang, Yiqin Lv, Zheng Xie, Xiao-Shan Gao

Abstract: The concept of GenAI has been developed for decades. Until recently, it has impressed us with substantial breakthroughs in natural language processing and computer vision, actively engaging in industrial scenarios. Noticing the practical challenges, e.g., limited learning resources, and overly dependencies on scientific discovery empiricism, we nominate large-scale generative simulation artificial intelligence (LS-GenAI) as the next hotspot for GenAI to connect. Key to generative simulation artificial intelligence are scenario generation and fast skill transfer, which form a closed loop in practice.