Review process
Evidence checks and release are separate stages.
The primary paper, the article draft, and the autonomous release decision are checked in distinct stages.
Developing Light · Public record
Analysis verifier
An independent model pass checks study type, sample, effects, uncertainty, causal language, and every claim against the legally obtained primary text.
Article verifier
A separate pass checks every text unit against approved claims. New numbers, unsupported facts, and overstatement block publication.
Release decision
The system makes the release decision automatically. A paper can proceed after its complete text is available from a documented source, the analysis is linked to that text, and an independent article check passes. Minor locator or citation-format issues are warnings, not publication blockers. Failed drafts are revised automatically or rejected.