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Designing Human-mediated AI Guidance: Ready Together for Personalized Family Emergency Preparedness — arXiv:2608.19950

Source: arXiv (en)
Original: https://arxiv.org/abs/2608.19950
License (as archived): CC0-1.0
Archived: 2026-10-18T11:45:41.792Z
SHA-256 of the archived text: d1865d30d93c4f14c1a668e71852109789dd04b406da7937c55a1a3d7f01d95e
Stable URL of this page: https://metraipolis.com/documento/dc_4142cd381e98

How to cite

Designing Human-mediated AI Guidance: Ready Together for Personalized Family Emergency Preparedness — arXiv:2608.19950 — arXiv (en), https://arxiv.org/abs/2608.19950 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_4142cd381e98 (Metraipolis archive dc_4142cd381e98, sha256 d1865d30d93c4f14c1a668e71852109789dd04b406da7937c55a1a3d7f01d95e)

BibTeX

@misc{dc4142cd381e98,
  title = {Designing Human-mediated AI Guidance: Ready Together for Personalized Family Emergency Preparedness — arXiv:2608.19950},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2608.19950},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_4142cd381e98; sha256 d1865d30d93c4f14c1a668e71852109789dd04b406da7937c55a1a3d7f01d95e},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2608.19950. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

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 through Ready Together, an AI-supported family emergency preparedness system in which parents mediate AI-generated content for their children. The system is designed to provide personalized guidance and support parents in making emergency preparedness more interactive and understandable through guided activities and family-centered learning. The system design was informed by a qualitative, design-oriented research process involving semi-structured interviews and co-design activities. Findings identified challenges in family emergency preparedness, including difficulty discussing emergencies with children, uncertainty about providing appropriate explanations, and a preference for interactive learning activities. These findings informed the design of an interactive prototype, subsequently evaluated through a pilot study and a heuristic evaluation. Participants responded positively to the personalized recommendations and practical activities. Preliminary findings suggest that human-mediated AI guidance may support context-sensitive family preparedness while preserving parents' responsibility for interpreting, adapting, and communicating AI-generated information.

Tema degli esploratori: governance digitale e beni comuni (retro-catalogo arXiv: annunci del 2026-08-21 in cs.CY).
Categorie arXiv: Human-Computer Interaction (cs.HC) ; Artificial Intelligence (cs.AI); Computers and Society (cs.CY).
Pagina del lavoro: https://arxiv.org/abs/2608.19950 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-18T11:40:30.124Z dalla pagina https://arxiv.org/catchup/cs.CY/2026-08-21?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).