I Thought Fine-Tuning Needed an ML Team. I Was Wrong.

A few months ago, I almost killed a feature. Not because it didn’t work We had an AI system in production. And they were doing something incredibly valuable: 👎 Clicking “thumbs down” At first, we treated it like a metric. Then it hit me: That is the dataset. Every time a user said: “this is wrong”