Designing Human-mediated AI Guidance: Ready Together for Personalized Family Emergency Preparedness
Artificial intelligence (AI) systems are increasingly used across domains to provide personalized information, recommendations, and decision support. However, in some contexts, AI-generated information may not be suitable for direct delivery to the final recipient. Instead, it may need to be interpreted, adapted, and communicated by a human who understands the recipient's needs, emotional state, and situational context. Human-AI interaction research has given less attention to situations in which a more knowledgeable human acts as an intermediary between an AI system and a less experienced or less informed recipient. We introduce the human-mediated AI guidance framework and explore it thr...
| Authors | Nini Kurashvili, Yana Ivanchenko, Greta Schiavo et al. |
|---|---|
| Primary category | cs.HC |
| Published | 20 August 2026 |
| Last updated at source | 20 August 2026 |
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