Accuracy is a process

Corrections

If something is wrong, ambiguous, or outdated, we want to know.

01

Report an issue

Email corrections@llms.help with the page URL, the disputed passage, and a source or reproducible example when possible. We review reports against the original evidence and current primary sources.

02

What happens next

Confirmed errors are corrected on the article. Material changes receive a dated correction note explaining what changed. The original publication date remains intact; the updated date changes only for substantive revisions.