Temporal Integrity of Explanation (TIE) and Auditability of Distributed Cognition (ADC): Formal Frameworks for AI Explanation Accountability v2.1
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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
Publication details
- DOI
- 10.5281/zenodo.18086967
- OpenAlex
- W7117543333
- Document type
- preprint
- Language
- EN
- Source
- Zenodo (CERN European Organization for Nuclear Research)
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