AI Disclosure in Media

Develop a comprehensive framework for when and how organizations should disclose AI involvement in content creation across media and educational settings. Compare disclosure standards, governance roles, and measurement metrics for trust, and discuss potential unintended consequences. Propose a practical, evergreen guideline adaptable by institutions of varying size and cultural context.