Author

Yan Shu

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#natural language process... Preprint Oct 2026

SAIL: Scientific Agentic Intelligence via a Science-Aware Loop

We introduce SAIL, an open model with 35B total and 3B active parameters for literature research, scientific coding, and multi-step research workflows. SAIL is developed through a science-aware improvement loop: agents built on frontier AI models analyze its task failures and construct training tasks that address the u...

Sai-Shuai Sun, Bryan Dai, Che Liu et al. · 0 citations

Jul 2026

Towards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models

A large-scale structured reasoning dataset constructed via a novel slice-wise data synthesis paradigm that unlocks deep volumetric understanding and highly interpretable clinical logic without requiring computationally expensive 3D-specific pre-training is introduced.

Zhuoyuan Fu, Zeshang Li, Yiqiong Zhang et al. · arXiv.org · 0 citations