AI and Source Transparency

Sudonull uses automated tools to support translation into eight languages and to assist with metadata preparation and formatting.

Technical content is reviewed editorially before publication. Automated output is checked against source documentation — especially for version numbers, API details, and code samples.

Automation does not override attribution and copyright responsibilities. Source links point to official repositories, docs, and papers wherever possible.

If a rights holder flags a content issue, we handle it through our standard editorial review and correction workflow.

We do not use AI to generate benchmark results, security findings, or technical conclusions. Those come from referenced primary sources.

Where AI tools assist in drafting or summarizing, the output is reviewed for technical accuracy by an editor familiar with the subject area.