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.
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
Google literally just released this on their GitHub. It must be in ether.