Papers
Academic research and technical papers on Generative UI
Cases
Real-world products and applications using Generative UI
Videos
Tutorials, demos, and talks about Generative UI
Resources
Blogs, documentation, and open-source projects
Discussions
Community forums and popular discussion threads
Latest Resources
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.
Rethinking the UI of GenUI: A Tale of Two Designs
June 2026 HCI paper comparing the prompt-first, depth-first, high-fidelity pattern common in Generative UI tools with a structured, breadth-first, low-fidelity alternative. A study with 24 UX designers and product managers surfaces concrete trade-offs for early-stage design exploration.
The Missing Layer: Why EdTech Needs Design-Time Generative UI, Not Just Runtime Personalization
June 2026 arXiv paper accepted at the AIED NextGen Learning Interfaces Workshop. It argues that adaptive education should use Generative UI at authoring time, not only at learner runtime, so instructors can verify accessible, modality-specific representations before students encounter them.
TaskLens: Generating Task-Conditioned Scaffolded Interfaces for Learning Professional Creative Software
DIS 2026 / arXiv paper introducing TaskLens, an LLM-based method that generates task-conditioned scaffolded UIs for complex creative tools. The system identifies workflow stages and domain concepts, selects relevant tools, generates implementation code, and produces interfaces that progressively disclose advanced features inside software such as Blender.
Generative UI for any agent, anywhere: A2UI, AG-UI, MCP Apps, and more
Official Google Cloud Tech session that frames A2UI, AG-UI, MCP Apps, and related standards as complementary layers for portable agent-generated interfaces.
Beyond Components: Designing Generative UI for MCP Apps
AI Engineer Europe talk by Ruben Casas from Postman on designing Generative UI for MCP Apps, moving beyond isolated components toward richer agent-delivered application surfaces.
Build generative UI for AI agents on Amazon Bedrock AgentCore with the AG-UI protocol
Official AWS Machine Learning Blog walkthrough for deploying AG-UI agent frontends on Amazon Bedrock AgentCore. It shows FAST patterns for Strands Agents and LangGraph, then layers in CopilotKit for inline generative UI, shared state, and human-in-the-loop flows with Cognito, Lambda, Amplify, and AgentCore Runtime.
Add MCP Apps to your AI SDK application
Vercel Knowledge Base guide for building an MCP Apps host with AI SDK. It shows how `@ai-sdk/mcp` and `@ai-sdk/react` split model-visible tools from app-only tools, read `ui://` resources, and render interactive tool UIs inside a sandboxed iframe with `experimental_MCPAppRenderer`.