Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI
This is an incremental proposal for advancing generative AI in scientific and industrial applications.
The paper proposes large-scale generative simulation AI (LS-GenAI) as the next hotspot in generative AI to address practical challenges like limited learning resources and over-reliance on empiricism in scientific discovery, without presenting specific results or numbers.
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.