Cura 1T: Specialized Model for Agentic Healthcare
Cura 1T is framed as a healthcare agent model trained to avoid improving one clinical capability while weakening another.
The paper says Cura 1T is built on open-weight Kimi-K2.6 and tuned through a human-gated recursive self-improvement loop. That loop plans a target capability, trains, evaluates benchmark trajectories, then adjusts the data mix using observed failures. The authors position it for consultation, multimodal clinical reasoning, interactive diagnosis, and EHR tool use. They report top or near-top results on their healthcare evaluation suite, while staying competitive outside healthcare reasoning and agent benchmarks. HF Daily Papers' note
The paper says Cura 1T is built on open-weight Kimi-K2.6 and tuned through a human-gated recursive self-improvement loop. That loop plans a target capability, trains, evaluates benchmark trajectories, then adjusts the data mix using observed failures. The authors position it for consultation, multimodal clinical reasoning, interactive diagnosis, and EHR tool use. They report top or near-top results on their healthcare evaluation suite, while staying competitive outside healthcare reasoning and agent benchmarks. HF Daily Papers' note
score 5