Corrections and retractions
The public record only works if readers can challenge it. This page describes how to report an error, what we change, and when a record is retracted rather than corrected.
Request a correction
Use the contact form and choose Submit a correction. Include the record URL, what is wrong, and a public source that supports the fix. Anonymous tips are accepted when they include verifiable evidence.
Record pages also link to correction submission from the public-record action band at the bottom of graph, incident, and Desk surfaces.
What happens next
- We triage against the publication gate — corrections must cite public sources.
- Accepted fixes update the structured record (summary, sources, confidence, or PSF mapping) and regenerate the graph seed.
- Material changes keep the canonical URL; the record reflects the corrected state with an updated freshness timestamp.
- If the underlying claim cannot be supported, the record is retracted through the fleet retraction path rather than left standing.
Retractions
Retraction is required when a record fails corroboration on review, duplicates a withdrawn source, or includes data that should never have been public. Retracted records are removed from active Desk rails; where SEO or citations require continuity, the URL may remain with a clear retraction notice.
The retraction path is part of the ten-check publication gate — see method for the full pipeline.
Cite this page
Production AI Institute. "Corrections and retractions." https://www.productionai.institute/about/corrections (accessed 2026-07-03).