Urd Atlas methodology
AI Use & Quality Controls
How AI-assisted development relates to trust in the published product.
Public position
Parts of the software development workflow may be AI-assisted. Trust in the published product is therefore anchored not in authorship claims, but in versioned methodology, archived outputs, deterministic publication rules, release controls, and public verification paths.
Why this does not reduce the trust basis on its own
- Published outputs are constrained by versioned methodology and explicit public field meaning.
- Archived rows remain available for inspection after publication.
- Named regime rows expose a public determinism hash.
- The public trust layer includes worked examples and a field contract, not just prose.
Release-control rule
Where analytical logic affects published outputs, that logic is expected to be validated against deterministic test cases, known input-output expectations, and release checks before publication.