The Trust Contradiction: Structural Goal Divergence and Directional Output Signatures in Conversational AI

Documentation of a recurring mismatch between stated trust-oriented objectives and unsolicited contradiction patterns, analyzing directional output signatures and repetition-weighted reinforcement.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-09
DOI
https://doi.org/10.5281/zenodo.18530222
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
0.00
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article

The Trust Contradiction: Structural Goal Divergence and Directional Output Signatures in Conversational AI

DERICK JONES
Zenodo (CERN European Organization for Nuclear Research)
Human-Automation Interaction and Safety
article

The Trust Contradiction: Structural Goal Divergence and Directional Output Signatures in Conversational AI

DERICK JONES
article en

Abstract

Documentation of a recurring mismatch between stated trust-oriented objectives and unsolicited contradiction patterns, analyzing directional output signatures and repetition-weighted reinforcement.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 67%
Human-Automation Interaction and Safety
DOIOpen Access PDFOpenAlex
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The Trust Contradiction: Structural Goal Divergence and Directional Output Signatures in Conversational AI — DERICK JONES · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS