healthcare AI

inclusionAI has released Ling-3.0-flash-Sante, a healthcare-specialized model built on Ling-3.0-flash with 124B total and 5.1B active parameters per token. Weights are on Hugging Face and ModelScope, and training extends to 256K tokens. The company labels it a research model, not a medical device.

NVIDIA released Cosmos3-H-Dreams, a world foundation model that generates action-conditioned surgical video in real time on a single RTX PRO 6000 GPU. It is trained on clinical cholecystectomy recordings from the CMR Surgical Versius platform and ships in four-step and two-step distilled checkpoints. NVIDIA claims it is the first real-time generative surgical simulator trained on clinical cholecystectomy data with live kinematic control.

Guardoc Health built a multi-stage document processing pipeline on Amazon Nova Pro, Nova Lite, and Titan Text Embeddings to extract and classify medical conditions from clinical PDFs at scale. The company claims a 46 percent reduction in documentation errors, 70 percent fewer audit fines, and over $400K in annual ROI for a single facility.