Output Disclosure Stamp

Disclosure is increasingly a regulatory expectation and is trivially easy to omit. The requirement is usually that a reader can tell machine-generated content from human-authored content, which matters most where the content influences a decision — a benefits explanation, a summary of a medical record, a draft response to a citizen. A useful stamp records more than provenance: the model, the date and the governing prompt version, so the disclosure also serves as the first link in an audit chain.

Disclosure stamping belongs in the governance tier, applied ahead of any behavioural or style rule that might otherwise suppress it for tone. Because the Interaction Log retains the model, skills and prompt for each execution, a stamp on the output resolves to a full record of the conditions rather than to a bare label.