A study on using OpenAI's ChatGPT for game programming has found that AI faces challenges in assisting amateurs to create complex game applications. By generating the Flappy Bird game 35 times, the research discovered that AI cannot easily enable non-programmers to create complex games. The results indicate that non-programmers find it difficult to systematically utilize ChatGPT to create games without programming knowledge. Researchers suggest trying different programming languages, improving prompts, and better integrating ChatGPT to address these issues.