الأبحاث
أبحاث أكاديمية وأوراق تقنية عن Generative UI وGenUI وواجهات AI التوليدية
الحالات
منتجات وتطبيقات واقعية تستخدم Generative UI في الإنتاج
الفيديوهات
دروس وعروض ومحادثات عن Generative UI وواجهات AI الديناميكية
المصادر
مدونات ووثائق وSDKs ومشاريع مفتوحة المصدر
النقاشات
منتديات المجتمع وخيوط النقاش الشائعة حول GenUI
أحدث المصادر
LEGOUI: Designing with UI-DSL Bricks for Transparent, Controllable Generation
August 2026 HCI paper introducing a staged Generative UI framework for early design ideation. LEGOUI records prompt-derived and model-inferred decisions in a provenance-aware UI DSL, lets users accept, reject, or add decisions across layout, interaction, relation, and style stages, and renders from the evolving specification.
Beyond a Single Judge: Simulating Social Persona Panels for Generative UI Evaluation
July 2026 paper introducing ESPP, an evaluation method that replaces one LLM judge with a panel of evidence-grounded, psychologically diverse personas. Panelists independently rate generated-interface screenshots, exchange opinions through a bounded-confidence mechanism, and are combined with social weighting.
Design Theater: A Benchmark for Generative UI
July 2026 paper introducing a benchmark for checking whether Generative UI tools implement the design rationales they present to users. Across 120 interfaces from five tools and 24 structural, styling, and functional tasks, the study measures gaps between claimed design decisions and the generated result.
MV-Bench: Benchmarking MLLMs for Coordinated Multi-View Interface Construction
July 2026 benchmark for testing whether multimodal language models can generate executable multi-view visualization interfaces from visual designs. MV-Bench uses Tableau workbooks as structured ground truth and evaluates visual fidelity, data bindings, coordinated interactions, and code executability.
Learning to Detect UI Principle Violations via Reinforcement Learning
July 2026 paper on a lightweight vision-language critic for generated web interfaces. The authors unify 19 principles spanning WCAG 2.2 accessibility, deceptive design, and cognitive usability, then train on roughly 10,000 generated pages with verified synthetic violations.
TaskArtisan: Designing Composable Generative Widgets for LLM-Assisted Analysis
July 2026 HCI paper examining how Generative UI can make long, multi-step chatbot analysis workflows easier to revisit and reuse. TaskArtisan lets people create analysis widgets and compose them into sequential or fan-out workflows, then compares the approach with a conventional chatbot in a 12-participant study.
AI Prototyper: A Figma Plugin for Decomposition-Based GUI Prototyping with LLMs
July 2026 paper introducing AI Prototyper, an open-source Figma plugin that turns natural-language screen descriptions into fully editable prototypes. Its pipeline decomposes a request into reviewable features, retrieves components from a fixed 32-primitive library, generates schema-constrained instances, and renders native Figma layers with auto-layout.
Spatula: Exploring On-Demand In-Situ Interfaces and Interaction for Attribute Control
July 2026 HCI paper introducing Spatula, an LLM-powered system that generates context-aware controls directly on a motion-graphics canvas. Its elastic attribute control space supports progressive discovery, multiple levels of precision, semantic group editing, and new controls on demand.
Blazor Community Standup: Generative UI with AG-UI & A2UI
Official .NET session showing how Blazor applications can use Microsoft Agent Framework, AG-UI, and A2UI to let agents dynamically compose and adapt interface components. The talk covers the architecture, protocols, component definitions, and a working demo.