The Reconstructability Gap: How AI-Generated Narratives Acquire Authority Without Records

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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-28
DOI
https://doi.org/10.5281/zenodo.18408102
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

The Reconstructability Gap: How AI-Generated Narratives Acquire Authority Without Records

Standard AIVO
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

The Reconstructability Gap: How AI-Generated Narratives Acquire Authority Without Records

Standard AIVO
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 75%
Ethics and Social Impacts of AI
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The Reconstructability Gap: How AI-Generated Narratives Acquire Authority Without Records — Standard AIVO · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS