Jin Kim

“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

Rather than broad sustainability platforms with lofty goals and the ESG stamp, these startups are solving specific industrial problems: decarbonizing steel and cement production for example, or extending EV battery life through predictive diagnostics

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.

You’ll hear how AI is helping designers focus on higher-level thinking, communicate better with developers, and push creative boundaries—all without replacing the human touch.

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.

It doesn’t need neon “powered by AI” labels; it should weave itself so seamlessly into the user journey that it feels like a natural extension of intent.

Designing AI experiences isn’t about replacing direct manipulation — it’s about enhancing it, layering new interaction models on top of well-established patterns to make interactions smoother, more intuitive, and ultimately, more powerful.

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

you are refining a request rather than directly altering pixels