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Stockfish's evaluation/search heuristics are also tuned with a lot of CPU power:

http://tests.stockfishchess.org/tests

Plus it has all of the knowledge from past human/computer chess research, experimentation and tuning that's been done in other chess engines since the 70s helping it.



That’s a misleading comparison.

Stockfish would still be an extremely strong engine even without the training. Alphazero couldn’t even move a single piece without having been trained extensively.




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