Disclaimers & validation protocol

AI assistance

Parts of this site, its documentation, code scaffolds, and figures were drafted with AI assistance and curated by the author. Treat every claim as provisional until independently verified. Where a figure appears (e.g. 98.68% reversibility), the method is published so you can reproduce it yourself.

No warranty

All materials are provided “as is”, without warranty of any kind, to the extent permitted by law. Code is GPL-3.0-or-later; docs and posters are CC BY 4.0. You are responsible for fitness-for-purpose and for license compatibility of anything you build or contribute.

Validation protocol (please follow)

1. Reproduce, don’t trust. Every measured figure has a public method (see Calculations and the results page). Re-run it.
2. Bring your own validators and invalidators. Independent checks and adversarial tests are welcomed and credited.
3. Name the variant. Distinguish the hardened 2003–04 kernel (98.68% / 1.31%) from the repository bindings/c post-guard variant (67.62% / 2.70%). Conflating them is an error.
4. Distinguish the layers. Keyword localization (alias/#define-style, e.g. map.html and HindiC++) is not the reversible orthographic transliteration kernel.
5. Cite a DOI. Substantive claims and language/script materials should be DOI-backed.
6. Report discrepancies via /fix/ using the FIX-BLOCK format so they can be acted on quickly.

Nothing here is legal, financial, or professional advice.