Unsiloed 高阶提取：从文档计算未印出的数字
Unsiloed 推出高阶提取（Higher-Order Extraction）功能，能根据页面上的原始数值生成确定性代码并运行，算出文档中从未直接印出的数字，且每个结果都可追溯回页面。若文档某处恰好印有该答案，系统会将其与自身计算结果比对：一致则提升置信度，不一致则置信度降为零。
Most document AI is built to answer one question: where is this number on the page?
But the number people need often isn't on the page. It has to be calculated from the numbers that are.
Higher-Order Extraction from Unsiloed does that calculation.
It calculates numbers a document never prints by generating deterministic code from page values.
e.g. you ask for the final figure, it reads the raw values from the document, writes code that combines them, and runs that code to get the answer. Every result traces back to the page.
There's a second check. If the document happens to print the answer somewhere, the system compares it with its own result. If they match, confidence goes up. If they don't, confidence drops to zero.
来源：rohanpaul_ai · x.com