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Google Research Blog: Generative UI

Google Research
2025-11

परिचय

Google Research का लेख "Generative UI: A rich, custom, visual interactive user experience for any prompt"। Google Research के senior engineers द्वारा लिखा यह लेख Generative UI का implementation approach और experimental results बताता है। इसके अनुसार, "Generative UI एक नई capability है जो AI models को केवल content नहीं, पूरा user experience बनाने देती है", और यह feature Gemini app तथा Google Search AI Mode में प्रयोग के तौर पर launch किया गया है।

सारांश

लेख की मुख्य बातें:

1. Official definition: Generative UI केवल content नहीं, पूरा user experience बनाती है
2. Implementation: structured output schemas और component libraries इस्तेमाल होते हैं
3. Live deployment: Gemini app और Google Search AI Mode में पहले से experimental रूप में उपलब्ध
4. User studies: static interfaces के मुकाबले generated interfaces के लिए स्पष्ट preference दिखती है
5. भविष्य की दिशा: AI केवल text generator नहीं, interactive experience creator बनता है

मुख्य insight: "Interface सिर्फ answer का container नहीं रहता, वह answer का हिस्सा बन जाता है"

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googleblogofficialresearch
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Harness4GenUI 2026: Engineering Foundations for Generative UI

Official ASE 2026 workshop dedicated to the software-engineering foundations of Generative UI. Harness4GenUI frames dynamic interfaces as runtime systems and organizes work around stable context models, UI schemas, rendering contracts, testing, observability, safety, and governance rather than generation quality alone.

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लेखक ASE 2026 · 2026-10
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ggui: A Generative Interface Runtime over MCP

Apache-2.0 protocol and reference runtime for generating ephemeral, interactive interfaces from natural-language agent requests over MCP. ggui includes a self-hosted server, schema-negotiated render contracts, MCP Apps host helpers, bidirectional user events, reusable blueprints and gadgets, and runnable integrations for Claude, OpenAI Agents SDK, and Google ADK.

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लेखक ggui contributors · 2026-08
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moi: An Agent-Generated Personal Software Workspace

Source-available local workspace where AI agents build and reshape persistent UI around a user's project. moi gives Claude Code, Codex, OpenClaw, and Hermes a skill-driven interface for creating live widgets, dashboards, canvases, and full views wired to files, commands, APIs, databases, and MCP servers, with the generated software stored in the workspace filesystem.

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