The Empirical Research Assistance (ERA) system automates the cycle of hypothesis generation and experimental design. It integrates with laboratory hardware to execute physical tests and refine scientific models autonomously. This framework reduces manual trial-and-error in computational discovery. Researchers can now accelerate material science breakthroughs by offloading iterative testing to Google AI agents.