Rapid experimentation and evaluation is a pillar of the LEVI model. Teams and hubs conduct rigorous research to shed light on how advances in AI are impacting real-world classrooms. Through rapid trialing and shared expertise, teams refine their interventions, strengthen study design, and produce evidence on instruction, learning, and engagement. A commitment to public goods ensures this research is accessible and shared broadly with the education community.