Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI

TL;DR

This paper proposes large-scale generative simulation AI (LS-GenAI) as the next major focus in generative AI, aiming to address current challenges like limited resources and reliance on empirical discovery.

Contribution

It introduces LS-GenAI as a new paradigm to enhance generative AI by leveraging large-scale simulation techniques.

Findings

LS-GenAI connects existing AI fields through simulation.

Addresses practical challenges in current generative AI.

Proposes a new research hotspot for future development.

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.