In the rapidly evolving landscape of digital entertainment, competitive gaming has emerge as a dominant cultural and economic force. Esports tournaments attract millions of viewers globally, and the integrity of these competitions is paramount to their legitimacy and profitability. Yet, questions surrounding the fairness of certain games—be it due to perceived algorithmic biases, hardware advantages,…