Tweeted By @zacharylipton
More ambitious problems (causality, robustness, extrapolation beyond support) don't provide the safety net (validation set) that brute force requires (no after-the-fact-guarantees). Suddenly, just as we've accepted empiricism, we find ourselves needing foundational theory (6/n)
— Zachary Lipton (@zacharylipton) August 24, 2019