Capcom Experimenting With Generative AI to Create 'Hundreds of Thousands of Unique Ideas' Needed to Build In-Game Environments

Capcom is exploring the use of generative AI to streamline the creation of the vast number of design concepts required for its game environments. This initiative comes as video game development costs escalate, prompting publishers to explore AI tools, despite ongoing controversies surrounding their use. Recent examples include reports of AI-generated cosmetics in Call of Duty: Modern Warfare 3 and accusations of AI use in loading screens for the same franchise. EA has even declared AI as "central" to its operations.

In a recent interview with Google Cloud Japan, Capcom's Technical Director Kazuki Abe (known for his work on Monster Hunter: World and Exoprimal) detailed the company's AI experimentation. Abe highlighted the significant time and resources dedicated to generating the "hundreds of thousands" of unique design ideas needed for even a single game. He cited the design of everyday objects like televisions, each requiring unique designs, logos, and shapes, as an example of the sheer volume of concepts needed. Thousands to tens of thousands of such objects, each with accompanying illustrations and text descriptions for communication with art directors and artists, necessitate multiple design proposals.

To enhance efficiency, Abe developed a system leveraging generative AI. This system processes game design documents and generates design concepts, accelerating development and refining output through iterative feedback. The prototype, utilizing models like Google Gemini Pro, Gemini Flash, and Imagen, has reportedly received positive internal reviews. The anticipated outcome is a substantial cost reduction and potential quality improvement compared to manual design processes.

Currently, Capcom's AI implementation is confined to this specific system. Other crucial aspects of game development, including core gameplay mechanics, programming, character design, and overall creative direction, remain firmly under human control.