...lessons from 70 years AI research and scaling:

The Bitter Lesson, Rich Sutton, March 13, 2019
http://www.incompleteideas.net/IncIdeas/BitterLesson.html

Richard Sutton on CPW:
https://www.chessprogramming.org/Richard_Sutton