AI generates hundreds of trading strategy variants in minutes — but overfitting is the dominant failure mode in systematic trading, and AI makes the temptation worse, not better. Here’s what real out-of-sample discipline looks like in the AI era.
Overfitting in the AI Era: Why Most AI-Generated Trading Systems Fail in Live Markets