This podcast episode explores the applications of generative AI in life science and biology, specifically focusing on the work of Lanzatech in carbon recycling technology. The role of AI in engineering biology is discussed, highlighting its potential to revolutionize the field and create new possibilities for solving real-world problems. The experiences of Lanzatech in implementing a large language model (LLM) across their business are also shared, emphasizing the importance of providing training and support for successful adoption. The potential of AI to accelerate scientific progress and transform industries is explored, along with the importance of maintaining human oversight. The conversation concludes with a reflection on the "golden age of technology development" and the concept of intelligence amplification through AI.