The ERA framework automates the iterative cycle of hypothesis generation and experimental validation. By integrating LLMs with specialized scientific tools, it accelerates the discovery of new materials and chemical properties. This system reduces manual trial-and-error for researchers. Google AI intends for this to catalyze computational discovery across various physical sciences.