The Optimal Level of Optimization

The main lesson we’ve learned is that you can almost never optimize directly for a goal—instead, you’re usually optimizing for something that looks like your goal but is slightly different. It’s a proxy.

Because you have to optimize for a proxy, when you optimize too much, you get too good at maximizing your proxy objective—which often takes you far... See more