AI assistance note

OpenAI models were used as assistance tools during project planning, scientific discussion, implementation, review, and documentation drafting.

The repository author is responsible for the final scientific content, code, data curation, validation criteria, documentation, licensing choices, and release decisions. AI-generated material is not an authoritative source, a validation result, or a coauthor.

The release is made reproducible through tracked source/configuration files, frozen basis bundles, workflow scripts, local SCF artifacts used during release generation, and generated QA reports. Those artifacts, not the AI assistance process, define the scientific and technical content of the release.

The root AI_NOTE.md file is the canonical repository note.