Document X-ray with Jev answers 3,000 yes/no questions in 3.5 seconds

Trevin Chow @trevinOriginally posted 2026.09.19

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Document classification isn’t new but i wanted to see how @typesafeai Jev would do. I built an “document x-ray” prototype: about 3,000 yes/no questions about Zuckerberg's Senate testimony, answered in 3.5 seconds for one cent, with the page colored by the answers. You can also type in your own question and it rereads the whole thing in about a 1s for a fraction of a cent. Apollo 11's landing radio and a terms of service are in there too yo explore other doc uses. http://jev-demos.trev.in/xray