Cura 1T Tops Six Medical Benchmarks

The Actava AI team released Cura 1T, stating it scores highest on six healthcare benchmarks including MedAgentBench.

The model addresses the challenge of handling patient consultation, clinical reasoning, and electronic health record (EHR) tool use simultaneously. Traditional methods often degrade other capabilities when optimizing for a single task.

Cura 1T uses recursive self-improvement (RSI): each round runs benchmarks to locate capability gaps and synthesizes new data to refine the training mixture. The paper claims it preserves out-of-domain reasoning performance on AIME and GPQA-Diamond.

These rankings are based on author-reported tests and have not yet been independently reproduced.