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About · Corrections

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

  1. We triage against the publication gate — corrections must cite public sources.
  2. Accepted fixes update the structured record (summary, sources, confidence, or PSF mapping) and regenerate the graph seed.
  3. Material changes keep the canonical URL; the record reflects the corrected state with an updated freshness timestamp.
  4. 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Retraction is required when a record fails corroboration on review, duplicates a withdrawn source, or includes data that should never have been public.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).