                 <p><a href="#tournament-play">Tournament play</a></p>
                </div>
            </div>
        </div>

        <h1>High-level explanation</h1>

        <h2 id="classical-and-neural-network-based-chess-engines">Classical and neural network-based chess engines</h2>
        <p>Classical chess engines such as Stockfish have improved steadily over decades and led the field in playing strength for most of that time. However, their fundamental structure and core methods have remained larg