AI Transparency Governance

Propose a comprehensive framework for transparency in AI systems used across sectors. Include disclosure standards, auditable risk assessments, governance roles, citizen participation, incident reporting, and international alignment. Compare models from different jurisdictions and present a phased implementation plan.