GRCLibrary.ai

Guideline

AI Synthetic-Content Provenance Guideline

This guideline provides implementation guidance for the AI-generated-content transparency obligations that ai/policy-ai-compliance.md Section 9.2 and the EU jurisdiction annex state at the policy and regulatory level. Those surfaces establish what must be labelled and when; this guideline is the how: the digital content transparency techniques an implementer selects and operates so that AI-generated or manipulated output is marked, detectable, and disclosed.

Type
Guideline
Version
0.0.11
Date
2026-10-27
Owner
AI Security Maintainer
Approving authority
Governance Library Maintainer
Classification
Public
Confidentiality
Public
Category
AI Governance
Review frequency
6 to 12 months and upon material AI framework or regulatory change
Licence
CC BY-SA 4.0

Read the full text on GitHub (opens in a new tab)

Outline

  • Purpose
  • Scope
  • Digital content transparency techniques
  • Choosing a technique: attributes and limitations
  • Disclosure and labelling
  • Standards and specifications
  • Testing and evaluating transparency techniques
  • Regulatory anchoring
  • Framework alignment
  • Limitations

Frameworks it maps to

Related documents