Cura 1T: a specialized model for agentic healthcare

Cura 1T is a healthcare-specialized LLM trained through a human-supervised self-evolution loop, where a training agent iteratively plans capability improvements, evaluates against benchmarks, and refines the data mixture, rather than applying one-off medical data updates. It targets patient consultation, clinical reasoning over text/images, and interactive diagnosis with EHR tool use, reporting 0.940 on MedAgentBench and 0.796 pass@1 on AgentClinic.