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Rohan Paul· @rohanpaul_ai · X·· 2 小时前AI 评分47
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Unsiloed 发布 Higher-Order Extraction,可从页面原始数值生成确定性代码,算出文档中并未直接印出的数字,每个结果都能追溯到页面。若文档某处恰好印有该答案,系统会与自身结果比对:一致则置信度提升,不一致则置信度降为零。

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