This document provides the canonical definition of AI-Mediated Representation Risk (AMRR), a descriptive risk classification within the EntityWorks Standard. AI-Mediated Representation Risk refers to the exposure that arises when AI systems generate and propagate representations of an organisation that are relied upon by third parties, independent of organisational intent or control. This Definition of Record operates at the definitional layer of the EntityWorks Standard. It establishes a stable conceptual boundary describing representational exposure within AI-mediated environments. The document is descriptive and does not prescribe mitigation, governance, or operational guidance. Canonical definition maintained by EntityWorks Ltd.
Neale Welch (Mon,) studied this question.