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Maru: Information Architecture for Aligned, Persistent Generative UI

Kim E. et al.
2026-08

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August 2026 HCI paper introducing information architecture as shared state for Generative UI. Maru captures how users partition, order, name, and prioritize information, turns those choices into persistent rules, and applies them across successive interface generations instead of rebuilding structure from each prompt.

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Why Maru Adds New Signal:

1. Persistent structural memory: Carries interface organization across generations rather than treating every prompt as a fresh layout request
2. Concrete design vocabulary: Maps partition, hierarchy, order, and vocabulary to specific UI-generation decisions
3. Interaction-derived preferences: Learns rules from both conversational instructions and direct interface actions
4. User-controlled alignment: Keeps the captured information architecture visible and editable instead of hiding it in model state
5. Study-backed finding: Reports that persistent IA maintained alignment over time while non-persistent generation degraded

Tags

generative-uiinformation-architecturepersonalizationpersistent-uihuman-in-the-loop
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Inflak: A Unified Orchestration Architecture for Human-Agent Interaction

October 2026 paper separating runtime human-agent interaction into routing, planning, design, and rendering. Inflak implements these layers as composable agent skills, letting task state determine when to request input and which generated interface to present.

generative-uiinteraction-orchestrationagent-skills
рд▓реЗрдЦрдХ Gao L. et al. ┬╖ 2026-10-15
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Atelier: From Semantic Editing Intentions to Persistent Parametric Controls for AI-Assisted Image Editing

October 2026 HCI paper on adaptive controls for image editing. Atelier combines image context and a user's editing intent to compose persistent, adjustable widgets, exposing proposed parameters for refinement instead of returning only a finished image.

generative-uiimage-editingadaptive-controls
рд▓реЗрдЦрдХ Amin R. M. et al. ┬╖ 2026-10-14
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When Interfaces Speak: Data-Aware Generative UI Harness for Active Interaction

October 2026 paper pairing database tool execution with task-specific frontend generation. GenUI-Harness adds sandboxed interaction rollouts and reward auditing, while UI-TAU Bench tests whether generated interfaces help agents collect input and complete database-backed tasks across ten domains.

generative-uidata-grounded-uiui-tau-bench
рд▓реЗрдЦрдХ Li X. et al. ┬╖ 2026-10-08
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