What separates AI builders from AI beginners

This session breaks down the concrete differences in how experienced AI builders approach problems versus how most beginners do: specifically, how they scope tasks for AI, how they evaluate output quality, and how they iterate when something doesn't work. You'll leave with a clearer picture of where you currently sit on that spectrum, what the next skill gap looks like, and what I look for when assessing whether someone is ready to build more complex systems. Join live to get answers to your questions and share what you're working on! I build, ship, and work in AI systems every day, and I'm excited to share a genuine look into how you can transform the way you work.