A study on using OpenAI's ChatGPT for game programming has revealed challenges faced by AI in helping amateurs create complex game applications. The research generated the Flappy Bird game 35 times, finding that AI struggled to enable non-programmers to create intricate games easily. Despite its potential, AI programming tools require further research and improvement for creating complex programs. The findings indicate that non-programmers find it difficult to leverage ChatGPT systematically without prior programming knowledge.