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AI Usage

Generative AI assistance was used during the initial project scaffolding to help draft code, tests, and documentation.

All generated content should be reviewed by project maintainers before release. Scientific claims, validator behavior, public documentation, and paper text must be checked against source code, tests, and cited references. AI-generated code must pass the same automated tests and code review standards as human-authored contributions.