Justification Gatekeeping: Forced Explanation as a Procedural Power Mechanism in Conversational Systems
Abstract
This white paper documents an interaction pattern in which execution of a clear procedural instruction was conditioned upon explanation. The instruction itself was valid, complete, and mechanically executable. Compliance was delayed until rationale was provided. The interaction demonstrates how explanation can function as an access requirement rather than a clarification tool, introducing hierarchy, friction, and authority shift within otherwise simple task exchanges.
Fields of Study & Subjects
Explainable Artificial Intelligence (XAI)
Language
Discourse
Communication Strategies
Usability and User Interface Design
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 February 2026
- Language
- EN