AIVO Standard Methodology Note: Correction & Assurance Ledger

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Authors: Paul Sheals
Cited by: 0

Abstract

This note defines the minimum characteristics of the Correction & Assurance Ledger referenced in the AIVO Standard. The Ledger serves as an evidentiary record of observation and corrective statements relating to selected AI-generated representations that may be externally relied upon in practice. It does not assess model accuracy, control inference, enforce behavioural change, or assure outcome correctness.

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Advanced Causal Inference Techniques Behavioral and Psychological Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
7 January 2026