The Reconstructability Gap: How AI-Generated Narratives Acquire Authority Without Records
Abstract
This paper describes a structural property of AI-mediated information systems. Under decision-adjacent conditions, probabilistic systems produce authoritative narrative outputs that influence beliefs and actions while leaving no durable, attributable, or reconstructable record. This creates a reconstructability gap that becomes visible only after reliance has occurred. The phenomenon is independent of domain, correctness, or intent and arises from the interaction between conversational generation, uncertainty compression, and the absence of institutional recordkeeping.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Cybernetics and Technology in Society
Diverse Interdisciplinary Research Studies
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 28 January 2026
- Language
- EN