Human Review by Design

Automation should make review easier, not remove it.

For writing, research, and document processing, model output is treated as a draft or a structured reference. A human reviewer remains responsible for factual accuracy, context, tone, and the final decision to publish or use the material.

Building this review step into the workflow is more reliable than trying to fix errors after the fact.