蚂蚁百灵首个金融增强模型 Ling-3.0-flash-Fin 真的是打在我的心巴上啊！😍 我现在 Notion 里面记录着几十只基金，十几只 ETF 跟股票，Fin 是硬生生把我的家庭资产季度复盘工作流缩短了十倍！ 同一份输入实测 Ling-3.0-flash-Fin 要比 Ling-3.0-flash 的 Reasoning 展开明显更多，而且在复杂金融材料里 Fin 能把过程讲的更清楚，仓位怎么归类、历史判断和后续信息怎么分开、哪些地方必须留给人复核。 它不等于更准，更不等于能替你做投资决策；但金融任务里，过程能展开，后面才有机会复查。… Show more

We’re open-sourcing Ling-3.0-flash-Fin, a finance-enhanced model for real-world workflows, and FinFIRST, an expert-built benchmark for financial search agents. Two open releases, one goal: making financial AI more accessible and verifiable.

A financial agent should not get a pass only because its answer sounds polished. What it found, what it checked, and what it missed can matter just as much as the final wording. FinFIRST makes that evaluation question more concrete in practice. Here is why 👇

This is where vertical AI gets really interesting. General models can handle almost anything, but finance needs more than just good answers. It needs numbers checked, trends compared, risks traced, and the details in hundreds of pages understood. That’s the value of… Show more

Today, we are releasing Ling-3.0-flash-VL, built on Ling-3.0-flash with visual understanding and visual agent capabilities. It performs well across visual perception, STEM reasoning, document intelligence, multimodal agent tasks, frontend coding, and medical report… Show more