Jin Kim

you are refining a request rather than directly altering pixels

you are collaborating with the system to achieve a desired outcome.

That’s what AI-driven interaction should be: not a feature you have to wrestle with, but an invisible assistant that refines itself around your needs.

We’re likely going to have to reinvent our design processes – working forward to understand capabilities, rather than backwards from user needs.

Legora, Jupus, and Ravical , are targeting the same thesis: that 80% of professional services work can be automated , freeing experts for higher-value strategic work.

“With the new AI systems, the user no longer tells the computer what to do. Rather, the user tells the computer what outcome they want”.

“If you look at artists who last for decades, their style of music changes over the years. They don’t keep playing the type of song throughout their entire career because it gets boring for them.”

Jesse Kulp

I believe a better option is to build a functional application with a more traditional UI and then complement it with AI functions.