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Reverify is a pure‑Python CLI that checks every hypothesis an AI makes against the actual bytes of a binary. On a benchmark of 71 Windows system files it caught 97 % of hallucinated claims, never accepting a false one. It works on PE, ELF and Mach‑O, supports x86, x64, ARM and ARM64, and can be installed with pip or run directly from source.

If you need to keep an AI honest while reverse‑engineering malware, CTFs or proprietary software, Reverify is worth trying. It requires Python 3.10+ and runs only on Linux, macOS, or Windows with a recent pip; it doesn’t provide a GUI and is not suitable for production code verification.

more: https://github.com/2akouwu/reverify