Transparency

Veridi documents its methodology, limitations, and change history for external review.

• Open Methodology — What the methodology contains and how to request the full files
• Known Limitations — Scope and validation status
• Changelog — Version history
• Calibration feedback loop — How user-reported outcomes feed back into methodology calibration (auto-flag, not auto-adjust)
• Bot user-agent — What the Veridi Fact-Checker bot is, what it fetches, and how site operators can allow or block it
• Resource Usage — Estimated energy and cooling-water cost per million tokens for the AI layer that runs the methodologies