The ERA framework automates the cycle of hypothesis generation and experimental validation. By integrating large language models with physical lab data, it accelerates the discovery of new materials and chemical properties. This system reduces manual trial-and-error for scientists. Google AI Research aims to turn this Nature-published method into a standard for computational discovery.