"Video game development 3.0: AI-driven collaborative co-creation" by Jay Ratican and James Hutson
 

Document Type

Article

Publication Title

Metaverse

Abstract

The evolution of game development has transitioned from manual coding (Software 1.0) to data-driven Artificial Intelligence (AI) (Software 2.0), and now to a more advanced stage—video game development 3.0. This phase is characterized by AI-driven processes leveraging large language models (LLMs), neural networks, and other AI techniques that autonomously generate code, content, and narratives. This paper explores the foundational technologies underpinning this paradigm shift, including customizable AI modules, dynamic asset creation, and intelligent non player characters (NPCs) that adapt to player interactions. It also highlights the integration of AI with emerging technologies like Virtual Reality (VR), Augmented Reality (AR), and brain-computer interfaces, which are set to further enhance player immersion. Through case studies of AI-driven procedural world creation in No Man’s Sky, dynamic narrative generation in RPGs like Cyberpunk 2077, and AI-assisted esports balancing in League of Legends, the study demonstrates the transformative potential of AI in creating more scalable, adaptive, and personalized game experiences. However, the paper also addresses challenges, such as balancing technical assistance with human creativity and ensuring ethical practices in AI-driven content. Ultimately, this study envisions a future where AI democratizes game development, empowering both indie developers and large studios to create more innovative and inclusive games. The conclusion calls for collaboration among developers, researchers, and players to fully realize the potential of the new generative framework, emphasizing the need for continuous exploration and refinement of AI tools in gaming.

DOI

https://doi.org/10.54517/m2904

Publication Date

12-2024

Creative Commons License

Creative Commons Attribution 4.0 International License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Share

COinS