The Kitchen
The nutritionist email was simple: hit protein targets, keep sodium in check, and make breakfast easy enough to do every day.
Three days before Christmas, the first Purple Carrot box showed up.
If you've never really cooked, a meal kit is stressful. You have ingredients you didn't choose, instructions that assume background knowledge, and perishables that punish procrastination. The AI filled the gap between recipe-card language and reality: what "medium-high heat" actually looks like, how to tell when onions are ready, what to do when a sauce is too thin.
The bigger win wasn't the recipes. It was exposure to ingredients that never would have made it into the cart: Aleppo pepper, tomato powder, spice blends with no obvious use case until you try them. The kit introduced them. The AI turned them into reusable instincts.
Midway through the subscription, the dynamic changed. Instead of asking for full recipes, I started asking for live help: "steak is on the pan now, what next?" "wings are soggy, how do I fix this?" "can this pot pie work with what I already have?" The AI stopped being a cookbook and became a kitchen partner.
By the time the subscription ended, the recipe cards were optional. The spice rack stayed. The confidence stayed. Cooking moved from compliance to improvisation.
Aaron had a version of this with woodworking. The AI couldn't hold the board, but it could answer "is this joint strong enough for a shelf this wide?" in the middle of a cut. The pattern is the same: real-time coaching in a domain where the learning happens by doing, not by studying. Books give you theory. AI gives you a sous chef who's read every book and is standing next to you while the onions burn.
The shape: you don't just learn from instructions anymore. You learn from an ongoing conversation that remembers your constraints, your preferences, and your last mistake. Meal kits were training wheels. The AI was balance.