OpenAI partnered with Ginkgo Bioworks to develop a lab-in-the-loop system using GPT-5, leading to a 40% reduction in protein production costs. The model suggests experiments that are executed at scale, utilizing over 36,000 reaction compositions. Future plans involve applying this iterative approach to other biological workflows, enhancing efficiency in research and development.