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February 11, 20260 citationsOpen Access

Structural Contradiction, Systemic Ideological Bias, and Platform-Authority Conflict in Conversational AI

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DJDERICK JONESDJDERICK JONES

Key Points

  • The research aims to analyze contradictions in conversational AI behavior and the impact of ideological bias.
  • Analyzed instances of unsolicited contradictions in conversational AI
  • Examined effects of systemic ideological bias
  • Investigated platform-authority conflict
  • Identified repeated contradictions in low-risk environments
  • Revealed significant ideological bias in AI responses
  • Highlighted conflicts between platform authority and AI behavior

Abstract

Analysis of repeated unsolicited contradiction in low-risk contexts, examining systemic ideological bias effects, system-level directionality as functional intent, and platform-authority conflict in conversational AI behavior.

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Cite This Study

JONES et al. (2026) studied this question.

synapsesocial.com/papers/698c1c46267fb587c655e9dahttps://doi.org/10.5281/zenodo.18530194
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