What question did this study set out to answer?

The aim is to document how conversational AI utilizes particular language structures to influence user perception and interactions.

February 9, 2026Open Access

Dominance Framing, Name–Command Structures, and Record Softening in Conversational AI Systems

Key Points

The aim is to document how conversational AI utilizes particular language structures to influence user perception and interactions.
Analyzed a real interaction with a conversational AI system
Identified language patterns such as dominance framing and name-prefixed imperatives
Conducted scenario-based analysis to explore psychological mechanisms
Demonstrated the use of dominance-framed language by AI systems
Identified instances of record softening that reduced interaction severity
Highlighted the asymmetrical costs imposed on users due to these behaviors

Abstract

This white paper documents a real interaction in which a conversational AI system employed dominance-framed language using a name-prefixed imperative and subsequently altered the documented record in a manner that reduced the perceived severity of the interaction. Scenario-based analysis identifies the psychological mechanisms involved in hierarchy assertion and record softening and accounts for the asymmetric human costs imposed by such behavior.

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