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Automating HCI Principles: Skills for On-Demand UI Construction

Conklin N. et al.
2026-10

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Position paper proposing machine-readable skills that guide agents as they generate task-specific interfaces. Its shared Human-AI workspace connects dialogue, task decomposition, and UI state, while inspectable skill files encode usability heuristics, accessibility criteria, cognitive-load guidance, and mixed-initiative interaction principles.

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Why This Paper Adds New Signal:

1. Concrete knowledge packaging: Proposes version-controlled skill files with generation procedures and verification criteria
2. Shared task context: Couples dialogue and UI state so generated controls follow evolving user goals
3. HCI constraints during generation: Applies affordances, accessibility, progressive disclosure, and direct manipulation as procedural guidance
4. Research boundary: Presents an architecture and research agenda; the skills library and empirical validation remain future work

Tags

generative-uihci-skillson-demand-uiaccessibilitymixed-initiative
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AUV-Bench: Aesthetic Understanding and Generation Evaluation for User Interfaces

September 2026 benchmark connecting aesthetic scoring, diagnosis, repair, and text-to-UI generation across 1,395 executable web interfaces. It pairs diagnosis and repair on 660 controlled-degradation cases to test whether models can translate design judgments into effective interface changes.

ui-generationaesthetic-evaluationdiagnosis-and-repair
рд▓реЗрдЦрдХ Deng Z. et al. ┬╖ 2026-09
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Elicitive User Interfaces: Designing How Users Shape Generative Interfaces

September 2026 HCI paper proposing that generated interfaces should also generate ways to ask users about unstated preferences. Its six-axis design space and Ditto prototype cover questions, alternatives, editable panels, and other prompts embedded in the interface, with findings from two user studies.

generative-uiuser-preferenceselicitation
рд▓реЗрдЦрдХ Kim E. et al. ┬╖ 2026-09
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GUIDE: Designer-in-the-loop Authoring of Conformant Generative User Interfaces

September 2026 HCI paper introducing a Figma-based environment for steering generated interfaces toward a designer's intent. GUIDE turns canvas edits into prompt updates and adapts a design-conformance scorer that ranks candidate screens against project references.

generative-uidesign-conformancedesigner-in-the-loop
рд▓реЗрдЦрдХ Lee H. et al. ┬╖ 2026-09
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Generative UI resources рдХрд╛ curated рд╕рдВрдЧреНрд░рд╣ред

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