no code implementations • 20 Feb 2020 • Rachel Thomas, David Uminsky
Optimizing a given metric is a central aspect of most current AI approaches, yet overemphasizing metrics leads to manipulation, gaming, a myopic focus on short-term goals, and other unexpected negative consequences.
