Ivan Sousa

Registration Without Representation: Scope Validity and the Blind Field of AI Governance

AI governance frameworks are built by mapping controls to requirements: categories are defined, evidence is collected, compliance is demonstrated. This paper argues that such frameworks share a structural limit that no amount of diligence inside them can repair. A framework can o...