Explore Intelligent UI
Learn how ChatGPT combines text, visuals, and interactive experiences, and discover related Generative UI resources.
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
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Latest Resources
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.
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.
Google Play: Private Android Apps Built with Google AI Studio
Google AI Studio's AI app builder now connects vibe coding to private Android app distribution through Google Play. Google's October 13, 2026 announcement lets adults in selected markets, including the U.S., run personal creations on their own device with a standard Google account. This design-time Generative UI case shows generated applications moving from previews into a personal app library.
LightSprint: AI App Building on an Existing Codebase
LightSprint's AI app builder workflow lets PMs, designers and operations teams direct coding agents on an existing codebase. Its October 13, 2026 announcement describes shared planning, clickable cloud previews and engineering-controlled merges. This design-time Generative UI case connects natural-language product changes to inspectable interfaces and a team's established review process.
Cloudflare D1: Scaling Databases for AI-Generated Apps
Cloudflare D1's official engineering article explains the database infrastructure behind AI-generated apps and vibe coding platforms. It covers scaling a control plane for many small databases per user, application, preview or tenant, keeping routing and usage accounting off the query hot path. For Generative UI builders, it is a backend architecture reference for persistent generated applications.
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.
Design Creativity Bench: Measuring creativity in LLM-Generated UI
October 2026 Kombai paper evaluating originality, variation across product domains, and requirement satisfaction in LLM-generated interfaces. It compares 2,400 HTML designs from 15 models across 160 prompts with human reference designs, separating acceptable output from diverse design.
Claude Dashboards: Generated Views with Inspectable Queries
Anthropic's October 8, 2026 announcement introduces Claude Dashboards in beta on paid plans. Natural-language questions over connected data warehouses or apps become dashboards that stay current, with queries users can inspect and refresh timestamps on each chart.
Genkit Dart 1.0: Streaming A2UI Integration for Flutter
Google's Genkit Dart 1.0 announcement connects a stable AI backend core with genkit_a2ui for streaming agent-generated forms, date pickers, and confirmation cards into native Flutter widgets. The linked implementation guide covers catalog validation, streamed surface messages, and user actions; the Agents API and A2UI plugin remain in preview.