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Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

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Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

#1
I'm building this resource to dive deeper into "TypeLeap," a UI/UX concept where interfaces dynamically adapt based on as-you-type intent detection. Seeking real-world examples of intent-driven UIs in the wild and design mock-ups! Design inspiration & contributions especially welcome.

Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX
typeleap.com

Re: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

#6
This is great. But the vast majority of non-gaming non-terminal-loving-developers human beings want to avoid the keyboard at all costs.

They are doing it via trackpads, mousepads, touch screens, etc. Which are all inputs that transcend language or the ability to find meaningful words.

Re: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

#7
Neat idea. Regarding the performance, I think you could get a lot better performance by training a small classifier model, essentially an embedding model, and using the LLM as the distillation source. This would both be much smaller, addressing your desire for it to run in browser, while also being much more performant, addressing your quantization need. Using the full LLM is a bit overkill and you can extract the core of what you're looking for out of it with something a little custom.

Re: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

#8
This looks like a neat idea, but I'm not too positive about it.

This makes using computers even harder to explain to people who do not spend their entire day keeping up with the latest developments. They cannot form a mental image or reuse any memory of what will happen next, because it is all context dependent.

On the other end of the spectrum, for power users, dynamically adapting user interfaces can also be quite annoying. One can't type ahead, or use shortcut keys, because one doesn't know what the context will be. Having to wait any positive amount of time for feedback is limiting.

Then again, there are probably tons of places where this is useful. I'm just a bit disappointed that we (as a society) haven't gotten the basics covered: programming still requires text files that can be sent to a matrix printer, and the latency of most applications is increasing instead of decreasing as computers become faster.

Re: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

#9
LLMs generating just-in-time UI has a lot of interest and effort going into it. It's usually called "generative UI" or "dynamic UI generation". It was a pretty hot about a year ago. Here's a HF blog on it https://huggingface.co/blog/airabbitX/llm-chatbots-30. Also check out Microsoft's Adaptive Cards. Nielsen Group wrote about it too. https://www.nngroup.com/articles/generative-ui/

The problem is it's hard to come up with better examples than your toy examples of weather and maps. Goodness there are so many travel planning demos. Who actually wants the context switch of a UI popping up mid-typed-sentence? Is a date picker really more convenient than typing "next school break"? Visualizations are interesting -- but that changes the framing from soliciting input to densifying information presentation. Datagrids and charts'll be valuable.

Anyway, it's a space that's still starving for great ideas. Good luck!

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