Abstract
This article provides an overview of the current development status of generative artificial intelligence (GenAI) both in China and abroad, focusing on the analysis of the gap between China and the United States in terms of computing power, data, algorithms, and ecosystems. To change the backward situation of China in the field of generative AI, perspectives such as constructing high-energy-efficient computing, federated data, specialized domain models, and a federated ecosystem based on TAO are proposed. It also discusses AI security governance in the era of foundation intelligence and prospects for the future development of artificial general intelligence (AGI).
| Translated title of the contribution | From Foundation Intelligence to General Intelligence: The State-of-Art and Perspectives of GenAI and AGI Based on Foundation Models |
|---|---|
| Original language | Chinese (Simplified) |
| Pages (from-to) | 674-687 |
| Number of pages | 14 |
| Journal | Zidonghua Xuebao/Acta Automatica Sinica |
| Volume | 50 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Apr 2024 |
| Externally published | Yes |
Bibliographical note
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ASJC Scopus Subject Areas
- Control and Systems Engineering
- Software
- Information Systems
- Computer Graphics and Computer-Aided Design
Keywords
- artificial general intelligence (AGI)
- foundation intelligence
- foundation model
- Generative artificial intelligence (GenAI)
- large language model
- parallel intelligence
- Sora