re a much larger network, improved hardware, and perhaps a new type of architecture. That is not to say that current networks cannot spot forks or sacrifices. However, consistent reconciliation of general principles with reasoned exceptions is beyond current networks, and attempts too far along these lines instead lead to instability and worse positional understanding.</p>

        <p>For every move in a self-play game, ChessCoach follows AlphaZero's process and uses the network's policy output as a <em>pri