Sensitive data

An operational response worksheet for accidental model-payload disclosure: stop repeat sends, map copies, preserve minimal evidence, and verify recovery without promising recall.

Label synthetic false positives and missed cases, choose narrow responses, and bind temporary exceptions to one reviewed request and current policy.

Define a model-output rendering policy for plain text, Markdown, links and remote images, then check it with a small synthetic fixture.

Map model-request data, remove unnecessary fields, check endpoint retention, and test redaction with synthetic records.