SCI may use local tools including Hermes, Ollama, and Qwen for bounded literature discovery, classification, note organization, claim extraction, outlining, and drafting.
AI may
- screen a deterministic candidate set;
- record structured rejection reasons;
- organize verified source material;
- propose claim wording within recorded limits;
- draft from an approved evidence bundle;
- run read-only content audits;
- prepare a content branch and preview after approval.
AI may not
- invent or repair citations from memory;
- treat metadata agreement as proof of scientific performance;
- publish unreviewed scientific content;
- modify its validator, schema, prompts, site infrastructure, or CI to make an article pass;
- merge production changes, deploy, or hold hosting/domain credentials;
- expose a public model endpoint through this site.
Every model stage starts in a fresh bounded session and reads versioned artifacts instead of relying on conversation memory. A human selects the paper, reviews scientific meaning and copyright, inspects the preview, and authorizes publication.
AI-assisted brand artwork is decorative and is never presented as a scientific micrograph, observation, result, instrument, or figure.