Structural Contradiction, Systemic Ideological Bias, and Platform-Authority Conflict in Conversational AI
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.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Speech and dialogue systems
Cybernetics and Technology in Society
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 February 2026
- Language
- EN