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What Is Complexity in Chess?

Pacto Visual May 2020 an interesting proposal was suggested. I provided some constructive criticism on research paper A Metric of Chess Complexity by FM David Peng, as well as constructive criticism on the codebase used to validate this experiment. For many months I have refrained from further comment, and although code has not progressed, two things have: 1. Public interest in "complexity" as determined by ACPL (yuck). 2. Lichess has a blogging platform where I can properly address deficien

Does the Bitter Lesson Have Limits?

Recently, “the bitter lesson” is having a moment. Coined in an essay by Rich Sutton, the bitter lesson is that, “general methods that leverage computation are ultimately the most effective, and by a large margin.” Why is the lesson bitter? Sutton writes: The bitter lesson is based on the historical observations that 1) AI researchers have often tried to build knowledge into their agents, 2) this always helps in the short term, and is personally satisfying to the researcher, but 3) in the long r