The linear regression economy

This is a point I meant to blog about, but a new piece from Tech Review led me to more or less sum it up in tweets:

A related point: models are not the constraint for most data science projects. My thinking in all of this is informed by Kalyan Veeramachaneni of MIT, who’s written about some of these issues here.