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Human Review

AI Transparency

How AI tools may assist the workflow—and where human verification and judgment remain mandatory.

Principle

AI tools may assist the production workflow. They are not treated as authoritative sources, legal reviewers, or autonomous publishers.

Permitted assistance

AI may help organize research plans, identify questions for verification, structure drafts, compare versions, improve clarity, prepare metadata, support transcription, or generate production alternatives.

Mandatory controls

Accountability

The publication remains responsible for what it publishes. “The AI said so” is not an evidence standard and is not a correction defense.