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In this article, we look at the use of artificial intelligence in gaming, from early instances like Pac-Man to sophisticated algorithms in more contemporary games like "Middle Earth Shadow of War." The article explores AI's importance in creating immersive experiences and how it has evolved to influence game design with features such as customizable NPCs, generative content creation, and increased image quality. It also discusses the potential future of AI in gaming, including autonomous game development and upgrading non-player characters with human-like intelligence and emotions.