The Empirical Research Assistance (ERA) system automates the scientific method by designing and executing physical experiments. It integrates LLMs with laboratory hardware to accelerate computational discovery. This framework reduces manual trial-and-error for researchers. Google AI aims to turn high-level hypotheses into concrete data through autonomous agentic workflows in the lab.