contact

Send a note to the audit desk.

Use the form for suggested topics, corrections, workshop questions, or examples of LLM claims that deserve a public reading instrument. The most useful notes include the claim, the source trail you have already checked, and the kind of reader who would benefit from a clearer explanation.

Good desk notes include

A concise subject, a reply contact, the model or context if relevant, and the uncertainty you want the page to handle. No public contact details are published here.