Ricky_Tsou

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  1. 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…

  2. 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…

  3. 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…

  4. 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…