In this episode of Shape of Tomorrow, I explore two signals that show how AI is starting to operate in the real world.

First, what it means when AI helps design real scientific experiments, not just analyze them. Second, how ChatGPT is quietly becoming a new kind of app marketplace, changing how software is discovered and used.

Different stories, one shared shift: AI is moving from insight to execution.