Corrections Policy

We would rather be corrected in public than be wrong in silence.

Why we publish this policy

Every Talmyn story is AI-assisted in its research or drafting and human-verified before it publishes, which is a genuinely different production model than most publications run. A model like that only earns trust if it’s honest about the cases where it still gets something wrong — and it will, occasionally, because every editorial process run by humans does. This page is that honesty, made concrete and checkable rather than asserted.

Our commitment

When a factual error is identified in a published story, we correct it and note that a correction was made directly on the article — not just on this policy page. Material corrections are never made silently.

Corrections vs. updates

• Correction — something we published was factually wrong and has been fixed.
• Update — a developing story has moved on and new information has been added; nothing in the original was incorrect at the time it was published.

How to report an error

Email support@talmyn.com with a link to the article and a description of the issue. We review every report — you don’t need to be certain you’re right, just specific about what looks wrong and why.

See also: how Talmyn verifies company facts before they’re published.