The Bitter LessonDownload sources

Rich Sutton argues that methods which make effective use of growing computation tend to outperform approaches built around human-crafted domain knowledge. Search and learning are his recurring examples.

Its brevity makes the argument easy to overextend. A useful discussion asks which parts of a system should learn from data and which constraints still need to be specified deliberately.