I have a specific prediction made that I want to document here.
There will come a new UI framework/protocol, maybe something over HTML/CSS/JS that works within a chat ui context for such ChatGPT (or other llm) integrations.
For example, if you have an ecommerce app or website and want to integrate it with ChatGPT then you will have to develop on the new UI primitives. The primitives might include carousels, lists, tables, media embed. Crucially, natural language will be used to pick and choose these primitives and combine them in the UI (which ChatGPT will decide how to).
Thinking backwards, I want my app to be displayed in chatgpt with maximum flexibility for the user (meaning they can be re-arranged acc to context) but also enough constraint that I can have some control over the layout. That's the problem I think will be solved.
Google literally just released this on their GitHub. It must be in ether.
Right https://developers.googleblog.com/introducing-a2ui-an-open-p...
I swear I had made this prediction quite a while back but thanks for pointing it out :D
I find that technology really exciting. Partly because it’s a polished and comprehensive version of something I was implementing around my MCP cluster anyways.
Mostly, though, because it seems like we’re mere minutes away from having Star Trek style LCARS adaptable GUIs managed by an AI computer system simultaneously so smart it runs mission critical operations yet so dumb we have to remind it that we want our tea “hot” five times a day.
It’s happening. We’re gonna be living in the future!
Do you have a link ready or do you know the name of the project?
https://developers.googleblog.com/introducing-a2ui-an-open-p...
I wonder what ChatGPT will do with this - will it adopt it or make its own framework?
https://blog.modelcontextprotocol.io/posts/2025-11-21-mcp-ap...
It’s going to be built into MCP and will be supported by Anthropic and OpenAI or anyone else that supports this mcp spec