Cutting-edge advances in artificial intelligence are transforming biotechnology research workflows. Innovations include a new technology accelerating biological data generation for AI training developed at the University of Oregon and the creation of a chemistry large language model (LLM), GAMES, by Southwest Research Institute to expedite molecular analysis. These AI tools enable exploration of vast chemical spaces and streamline drug discovery, promising to unlock novel therapies and accelerate biomedical innovation.