# New Papers Push Specialized LLMs Into Agentic Healthcare and Cost-Aware Diagnosis

Cura 1T targets consultation, clinical reasoning, and workflow execution in one model, while GraphDx frames sequential diagnosis as a cost-versus-accuracy trade.

- Published: 2026-07-20T05:31:45.211Z
- Canonical: https://polylog.news/ai/2026-07-20/new-papers-push-specialized-llms-into-agentic-healthcare-and
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [arXiv cs.AI](https://arxiv.org/abs/2607.15314), [arXiv cs.AI](https://arxiv.org/abs/2607.15280)

Two papers this week extend large language models (LLMs) from medical question-answering toward the actual structure of clinical work. Cura 1T is presented as a specialized model built to handle patient consultation, clinical reasoning, and…

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