General Purpose Artificial Intelligence Systems (GPAIS)

By Isaac Triguero et al

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Table of Contents

1. Introduction
2. Definitions and Properties
3. Taxonomy of Approaches
4. Role of Generative AI (GenAI)
5. Multi-Modality
6. Discussion
7. Conclusion

Summary

This paper discusses the concept of General Purpose Artificial Intelligence Systems (GPAIS) focusing on properties, definitions, taxonomy, challenges, and implications. The authors explore the evolution of GPAIS and propose a new definition that differentiates between closed-world and open-world GPAIS. They also present a taxonomy of approaches for realizing GPAIS, including the use of AI techniques to improve AI and foundation models. The paper delves into generative AI (GenAI) and multi-modality as key aspects of GPAIS. Furthermore, it addresses the current state of GPAIS, challenges ahead, societal implications, and the importance of regulation and governance for responsible development. The analysis aims to provide a comprehensive view of GPAIS and foster collaboration across research areas.