Corrections and retractions
The public record only works if readers can challenge it. Submit a structured correction below, or read how retractions work.
Submit a correction
Include the record URL, what is wrong, and a public source that supports the fix. Email is optional for anonymous tips with verifiable evidence.
Prefer email? Use the contact form.
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Retraction is required when a record fails corroboration on review, duplicates a withdrawn source, or includes data that should never have been public.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).