preprint Open access

Temporal Integrity of Explanation (TIE) and Auditability of Distributed Cognition (ADC): Formal Frameworks for AI Explanation Accountability v2.1

  • Zenodo (CERN European Organization for Nuclear Research)
  • European Organization for Nuclear Research
Research footprint

At a glance

Citations
0
References
0
Comments
0
Paper overview

Abstract

This document introduces two analytical frameworks concerned with accountability in AI-generated explanations: Temporal Integrity of Explanation (TIE) and Auditability of Distributed Cognition (ADC). TIE addresses conditions under which explanations maintain temporal coherence, while ADC outlines general principles for the auditability of distributed cognitive systems. These frameworks are conceptually related to prior discussions on explanation integrity in AI, including issues of temporal consistency. The present document serves as a versioned conceptual registration of the TIE and ADC frameworks. Detailed methodological specifications, evaluation procedures, and application protocols are treated in separate works by the author. Keywords: AI Accountability, Explanation Integrity, Auditability, Temporal Coherence

Record transparency

Publication details

DOI
10.5281/zenodo.18086967
OpenAlex
W7117543333
Document type
preprint
Language
EN
Source
Zenodo (CERN European Organization for Nuclear Research)
Last metadata update
Community

Comments

Log in to join the discussion.

  1. No comments yet. Start the discussion.