Ever wished you could create your own video game without needing to learn complex coding? Researchers are exploring how large language models (LLMs), the tech behind AI chatbots, could make that a reality. In a fascinating new paper, they introduce the concept of a "Chat Game Engine" (ChatGE), a tool that lets you build a game simply by describing it in natural language. Imagine chatting with an AI assistant, telling it you want to make a poker game with custom rules. The ChatGE takes your instructions, figures out the underlying game logic, and automatically generates the code to make it happen! This is a huge leap from traditional game engines that require specialized programming knowledge. The researchers built a working prototype of the ChatGE for poker games. Users could customize everything from the number of players to the betting rules, all through natural language conversation. The AI assistant even provides helpful guidance and feedback during the creation process. While still in its early stages, the ChatGE demonstrates the potential of LLMs to democratize game development. It opens doors for anyone with a creative vision to bring their game ideas to life, regardless of technical expertise. However, there are still challenges ahead, such as expanding the ChatGE to handle different game genres and incorporating richer media like images and sound. As LLMs continue to evolve, we can expect even more powerful and user-friendly game creation tools to emerge, empowering anyone to become a game developer.