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Have you ever wondered how well an LLM can play video games? This captivating chalk talk explores how to build LLM bots to excel in video games, unveiling techniques that can be applied across various fields. Hear about the speaker’s own journey, including challenges, strategies, and fascinating results, as well as key techniques such as prompt engineering and managing hallucinations. Whether you're a passionate gamer curious about AI's potential or a professional seeking to apply these techniques in other domains, this talk provides you with valuable insights and inspiration.