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April 28, 20260 citationsOpen Access

Undisclosed Non-Current Response Risk (UNCRR): Canonical Definition

NWNeale WelchResearchWorks (United States)

Key Points

To provide a clear definition of Undisclosed Non-Current Response Risk (UNCRR) and its implications.
Descriptive analysis of UNCRR within the EntityWorks Standard.
Establishment of the canonical definition based on disclosure and risk factors.
UNCRR is identified as a risk when AI outputs are not based on current data.
The definition highlights the need for clear disclosure of limitations in AI responses.

Abstract

This document provides the canonical definition of Undisclosed Non-Current Response Risk (UNCRR), a risk condition within the EntityWorks Standard. UNCRR describes a condition in which a user reasonably assumes that an AI system’s responses reflect current facts or context, while the system is generating outputs without access to live, recent, or externally verified information and does not clearly disclose that limitation at the point of response. This Definition of Record operates at the definitional layer of the EntityWorks Standard. It establishes a stable description of a disclosure-related temporal risk independent of factual accuracy, system intent, or implementation. Canonical definition maintained by EntityWorks Ltd.

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