Four Google Research scientists are using Empirical Research Assistance to automate data mining and modeling. The tool streamlines literature reviews and technical synthesis for academic workflows. This internal deployment tests how AI agents handle complex research pipelines. Practitioners can expect more automated discovery tools as these internal experiments scale to broader scientific domains.