# OUT-11 AI-generated content disclosure

Domain: OUT Output Integrity & Supply Chain · HI-AAF v1.3 · Public review · https://humanintel.net/standard/out/out-11

Where regulation or contract requires disclosure of AI-generated or AI-modified content, watermarking, or provenance signaling (e.g., C2PA), the requirements are honored. Disclosure is auditable.

Where regulation or contract requires disclosure of AI-generated or AI-modified content, the organization honors those requirements through watermarking, provenance signaling (e.g., C2PA), or explicit disclosure. The disclosure mechanism is auditable: an assessor can verify that required disclosures are being made and that the mechanism has not been circumvented.

## Maturity

- L1 Ad hoc: Controls exist informally; documentation is incomplete; no consistent review.
- L2 Documented: Controls are written down; ownership is assigned; review cadence is defined.
- L3 Operated: Controls are followed in practice; evidence is collected; deviations are tracked. Published criterion for OUT-11: Disclosure requirements are documented per agent and jurisdiction; disclosure mechanisms are operational; compliance is verified by audit or automated monitoring; disclosure records are retained.
- L4 Measured: Control effectiveness is measured against documented thresholds; trends are reported.
- L5 Continuously Improved: Controls evolve based on incident learning; maturity gains are evidenced over time.

## Evidence an assessor asks for

- Disclosure requirements are documented per agent and jurisdiction.
- Disclosure mechanisms are operational.
- Compliance is verified by audit or automated monitoring.
- Disclosure records are retained.

## Framework mappings

- EU AI Act: Art. 13(1), Art. 13(2)
- Singapore: MAIGF Content Provenance, AI Verify Transparency

Mappings are directional: meeting this control evidences but does not by itself satisfy the external requirement.

## Cite this control

Human Intelligence. HI-AAF v1.3, OUT-11 AI-generated content disclosure. Public review edition, July 2026. https://humanintel.net/standard/out/out-11