Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration
AI agents that plan, retain memory across sessions, invoke external tools and act with partial autonomy are transforming human--AI collaboration. Research on affective computing, simulated empathy in large language models, trust in automation and AI safety has illuminated important design principles, yet these literatures remain fragmented. No integrated account explains how affective cues operate within agentic collaboration -- settings in which humans delegate, monitor and correct consequential tasks. This Review synthesises computational and interactional mechanisms of affective dynamics: the processes through which affective cues, emotion-like behaviour and perceived agent affect shap...
| Authors | Junjie Xu, Xingjiao Wu, Zihao Zhang et al. |
|---|---|
| Primary category | cs.HC |
| Published | 8 May 2026 |
| Last updated at source | 8 May 2026 |
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