Generative UI
How AI systems can produce, steer, and execute user interfaces with structured representations and practical product constraints.
Focus Areas
- structured UI representation
- action execution
- steering versus generation
- LLM product interfaces
Recommended Posts
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Ad Formats in LLM Products: What's Live vs. What's Research
· 7 min readA survey of advertising formats in LLM products—separating what's deployed in production from what remains in research.
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Generative UI Doesn't Move the Needle—Steering Does
· 10 min readAfter shipping multiple generative UI features, I've concluded that the sophistication of AI-generated interfaces often doesn't translate to user benefit—but steering does.
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UI Representation and Action Execution for Generative UI
· 3 min readExploring structured UI representation using JSON Schema, and how to implement action handlers for generative UI systems.
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A Path Towards Generative UI
· 10 min readExploring how LLMs can dynamically generate user interfaces that adapt in real time to user needs—the vision behind generative UI.