Generative AI is revolutionizing the field of biology, particularly in the realm of protein design and discovery. By using machine learning algorithms to generate new and innovative protein structures, scientists are unlocking the secrets of biological processes and creating new opportunities for drug discovery and development. In this intriguing article, we delve into the cutting-edge applications of generative AI in biology, exploring the latest developments, trends, and challenges in the field. Whether you're a biotech professional, AI enthusiast, or just curious about the future of life sciences, join our Deeptech Contributor here to discover how generative AI is transforming the world of biology as we know it.