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I have not seen the Stockfish source, but my impression is that computer chess was going round in circles in the last 10 years, and it's still good old alpha-beta search with more refined heuristics.

The biggest value in studying computer chess for a programmer is IMO in seeing all the different performance optimization tricks.

Performance optimization, while it is not neglected, is not what separates chess engines. You don't win an exponential race with linear advantages.

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