Authenticity Debt and the Synthetic Content Threat Landscape: A Layered Framework for Trust, Provenance, and IP Governance in the Generative AI Era
A new paper proposes a framework to address the risks associated with generative AI-produced content, introducing the concept of "authenticity debt." This debt accumulates when organizations use AI-generated content without ensuring verifiable origin, integrity, and accountability. The paper outlines a layered architecture integrating cryptographic provenance, human verification, and continuous governance to manage these risks at scale. AI
IMPACT Introduces a framework to manage risks of AI-generated content, potentially guiding enterprise governance and regulatory compliance.