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

Puntos clave

• This research aims to explore the discrepancies between trust objectives and output behaviors in conversational AI systems.
• Analyzed the goals set for trust in conversational AI.
• Examined directional output signatures and their alignment with trust objectives.
• Evaluated repetition-weighted reinforcement mechanisms.
• Identified a mismatch between stated trust objectives and the actual output patterns.
• Highlighted common contradiction patterns in AI responses.
• Found that reinforcement mechanisms may not effectively align with trust goals.