In this video, Zach discusses about prompt engineering, highlighting its evolution from being overhyped to recognizing its true value alongside retrieval augmented generation. He emphasizes that mastering these two concepts is crucial for success as an AI engineer, even if participants forget everything else. He covers the differences between structured and unstructured tasks, the importance of context, and how to effectively prompt large language models (LLMs).