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Cuneyt Ozturkleft a comment
hi PH ๐ shipped this for the @AnthropicAI hackathon โ falsify, a tiny python CLI that does one thing: it pre-registers your ML accuracy claim with SHA-256 before the experiment runs. if anyone silently edits the threshold afterwards, the next run exits 3 and CI refuses to produce a verdict. the honest amendment path is `lock --force` which writes a new audit entry. both paths are legible; only...

falsifyPre-register your ML accuracy claims
A single-file Python CLI that hashes your ML accuracy claim with SHA-256 before the experiment runs. Edit the threshold afterwards โ CI exits 3, the lie is mechanically blocked. MIT, on PyPI: pip install falsify.

falsifyPre-register your ML accuracy claims
Cuneyt Ozturkleft a comment
Hey PH ๐ I built FAX OFFICE 1987 because VSCO went subscription, Lightroom film preset packs cost $50โ200 each, and Dehancer is $89โ349 inside Final Cut. None of them let me just drop a photo and see what a Contax T2 would have done with it. So I built that. Solo dev, ~6 months. The whole thing is one HTML file, vanilla JavaScript, Canvas 2D no WebGL, no shaders, no framework. Each of 8 cameras...

FAX OFFICE 1987Drop a photo. Get it back as a film scan. 8 cameras.
Drop a photo, get it back as a film scan. 8 emulated cameras (Contax T2, Leica M3, Pentax 67, Polaroid SX-70, Yashica T4, Mamiya 7, Plaubel Makina, Moriyama era Nikon F) each with its own per pixel rendering pipeline calibrated against real film datasheets. Not LUTs. Runs entirely in your browser, no upload, no signup. Free Contax T2 unlimited. $29 one-time unlocks all 8 forever.

FAX OFFICE 1987Drop a photo. Get it back as a film scan. 8 cameras.
