The game of Go, with its deceptively simple rules, presents immense complexity and profound strategic depth, making it a unique challenge for both human players and AI. Unlike chess, where static board evaluation can indicate a player's standing, Go requires an intuitive grasp of territory formation, complicating position evaluation. With an astronomical search space of around ten to the power of 170 positions, traditional search methods struggle to keep pace, highlighting the intricate nature of this ancient game.