Please Report Your Compute

"The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin."

—Richard Sutton, The Bitter Lesson^a

During the last seven decades, the field of artificial intelligence (AI) has seen astonishing developments—recent AI systems have demonstrated impressive wide-ranging capabilities in areas spanning from mathematics to biology,^4,14 and have the potential to influence large fractions of the U.S. economy.⁶