AI Meaning State (AMS): Canonical Definition

This document provides the canonical definition of the AI Meaning State (AMS), a semantic reference construct within the EntityWorks Standard. The AI Meaning State describes the semantic meaning expressed by an AI system within the System Attribution Boundary (SAB) for a single prompt–response interaction at the point of user encounter. This Definition of Record operates at the definitional layer of the EntityWorks Standard. It establishes a stable analytical reference for describing AI-expressed meaning independent of system internals, interpretation, or evaluation. The document is descriptive and does not prescribe operational guidance, interpretation, or mitigation. Canonical definition maintained by EntityWorks Ltd.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-20
DOI
https://doi.org/10.5281/zenodo.19668836
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AI Meaning State (AMS): Canonical Definition

Neale Welch
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

AI Meaning State (AMS): Canonical Definition

Neale Welch
article en

Abstract

This document provides the canonical definition of the AI Meaning State (AMS), a semantic reference construct within the EntityWorks Standard. The AI Meaning State describes the semantic meaning expressed by an AI system within the System Attribution Boundary (SAB) for a single prompt–response interaction at the point of user encounter. This Definition of Record operates at the definitional layer of the EntityWorks Standard. It establishes a stable analytical reference for describing AI-expressed meaning independent of system internals, interpretation, or evaluation. The document is descriptive and does not prescribe operational guidance, interpretation, or mitigation. Canonical definition maintained by EntityWorks Ltd.

Zenodo (CERN European Organization for Nuclear Research)
ResearchWorks (United States) (US)
Openalex Percentile: Top 6%
Explainable Artificial Intelligence (XAI)
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.