most citedDesigning Social Robots with Ethical, User-Adaptive Explainability in the Era of Foundation Models

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cs.AI2026

Benevolent Bias in Multi-Turn Human-Agent Dialogue

Qianqi Liu, Jin Huang, Fethiye Irmak Dogan +1

Bias in human-agent interaction can manifest not only through hostile language but also as benevolent bias, whereby unequal treatment hides behind a warm, positive tone. To make it…