AI provenance

If the responsible principal cannot be resolved, output is not admissible as a formal case contribution.

Every model action must be attributable.

Displayed with every material output

Model, version, time, authorized principal, task, sources, status and human review state. Prompt logs must not store raw PHI unnecessarily.