Cool. Uh, hi everyone. My name is Nuno and I wanted to talk to you about how how we spent the last 4 months teaching coding agents to master spreadsheets.Um, so uh, essentially our goal was to get coding agents to be as good at spreadsheets as they are at, you know, Python, JavaScript, or whatever your favorite language is. Uh, we started at uh, around 50% accuracy on a financial analysis benchmark and got to 92%. So, I'll chat about what actually moved the needle and what didn't and dead ends and um, yeah, ...