Hajime Nagao

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

2025 · Zenodo (CERN European Organization for Nuclear Research)

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 …