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Rohan Paul· @rohanpaul_ai · X·· 4 小时前AI 评分38
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Unsiloed 发布 Higher-Order Extraction,能从文档原始数值生成确定性代码,计算出页面上未打印的最终数字,每个结果都可追溯到原文。系统还会将计算结果与文档中已打印的答案比对,一致则提升置信度,不一致则置信度归零。

正文

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.

引用Aman@aman_unsiloed
Launching Higher-Order Extraction. It deterministically computes the numbers you need from the raw values on the page, even when the final answer isn't printed anywhere.
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来源:Rohan Paul · x.com