This podcast episode explores the potential of AI in biology, particularly in understanding complex biological systems, predicting protein structures, analyzing protein interactions, and designing proteins with specific functions. The conversation highlights the challenges faced in traditional analytical methods, the applications of AI in biomedical research, and the benefits of computational approaches and AI tools in protein analysis and prediction. The episode also discusses the challenges and opportunities in drug discovery, the advancements in AI-assisted protein design, and the future directions in modeling techniques and genetic research. Overall, the episode emphasizes the transformative impact of AI in biology and the need for widespread adoption to realize its full potential.