Auditable Human-Agent Teams for Autonomous X-ray Experimentation

Autonomous synchrotron X-ray experiments on nanoparticle superlattices were demonstrated using coding-agent infrastructure grounded in validated scientific methods. Across three experiments, 61-67% of messages involved interpretation or judgment. Provenance showed that 59-68% of error corrections involved multiple participants.