Ricky_Tsou
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MUP (Model UI Protocol) gives LLMs interactive UI panels in the browser. The LLM controls them via function calls; the user interacts with them directly. Both sides see each other's actions in real time. In the demo…
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When AI capabilities are bundled into apps, your model quality is tied to the app's business model. Users who use the service too much or too little get a bad deal — and subscription pricing is nearly impossible to get…
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We posted MUP here 4 days ago as a protocol spec. Since then we built a basic agentic system on top of it to demonstrate the idea in action. The problem: every time an LLM needs a chart, it generates chart code. Need a…
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Agentic AI is powerful, but most people never experience it — it's trapped behind text commands and dev tools. MUP (Model UI Protocol) lets you embed interactive UI directly in LLM chat. Each MUP is just a single .html…