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Preprint Sep 2026

KITA AI: A Multi-Agent LLM System for Pluralistic Policy Deliberation

Public policies addressing urgent social and environmental challenges need to explicitly consider the diverse, often conflicting perspectives of the affected stakeholders. Despite computational decision-support approaches increasingly offering recommendations across diverse human value systems, they still tend to deliv...

Arnau Mayoral-Macau, Jia-Qi Lai, Manala Tyobeka et al. · 0 citations
#human-computer interacti... Preprint Sep 2026

Beyond Prompt-to-App: Accountable Translation in Teacher-Facing Agentic Authoring

Accountable translation is developed as an analytic framework for making consequential changes attributable, inspectable, scoped in validation, and contestable, and extends HCI accounts of traceability and end-user debugging by locating professional authority and repair rights across heterogeneous technical and organiz...

Nizam Kadir, Wei Ting Liow, Sumbul Khan et al. · 0 citations

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