Verification Governance

AI Technical Content Disclosure

How AI may assist educational explanations on the platform — and the limits of its output.

Where AI may be used

  • Drafting and refining educational explanations and walkthroughs.
  • Summarising verbose technical output into human-readable narrative.
  • Suggesting next-step diagnostics based on observed signals.

Where AI is NOT used

  • Computing verification results, reputation verdicts, or technical measurements.
  • Fabricating WHOIS, DNS, SSL, or registry data.
  • Generating accusations, judgements, or attribution against individuals.

Important limitations

  • AI-generated explanations may contain inaccuracies, outdated guidance, or oversimplifications.
  • AI output should be treated as educational narrative, not authoritative reference.
  • Users should independently verify important technical information from primary sources.

Editorial oversight

AI-assisted explanations are reviewed against the platform's editorial standards. Corrections are welcomed via the Corrections Policy.

Last reviewed: June 2026.

Part of the Information Verification Trust Center. Published by Relationale LLC. Founder: Keiron Brown.