Cover image

Changing One Number Is Not Yet Forging the Document

TL;DR for operators When a lender, insurer, auditor, KYC provider, or tax authority receives a PDF as evidence, what exactly makes that document trustworthy? Changing the requested value is only one layer of success. In this benchmark, 81.1% of 1,750 edits passed the base verifier, but only 46.2% also survived checks that the change was visible, correctly localized, typographically plausible, and consistent throughout the document. Among 1,373 decidable successful edits, 539 still contained the original value elsewhere. ...

October 11, 2026 · 8 min · Zelina